IBM Bob Hackathon

watsonx.aiClaude CodeChatGPT+1

Sandbox — Castles Crumble. Fix Them First.

Drop your codebase into Sandbox and watch it break — before it ships. An AI-powered deployment risk simulator built with IBM Watsonx AI that predicts cascading failures, scores vulnerabilities, and replays your system's collapse in cinematic detail.

404

This event has now ended, but you can still register for upcoming events on lablab.ai. We look forward to seeing you at the next one!

Check out Upcoming Events →

Registration Deadline

⚠️ Please Note:

Registrations will close on May 15th, 2026 at 7:00 AM ET / 1:00 PM CET.
After this time, no new participants will be able to enroll or be approved for the hackathon.

Thank you for your understanding.

About IBM Bob

IBM Bob is an AI-powered development partner designed to help developers work with real systems, not just code snippets.

It operates with full repository context, allowing developers to understand how software is structured, reason through logic, and navigate complex codebases more effectively.

Bob supports practical development tasks and helps builders at any skill level move from idea to implementation with greater clarity and confidence.

This hackathon is your chance to apply Bob in a real project and see how it fits into your workflow.

Challenge

In this hackathon, you will design and build a proof-of-concept solution using IBM Bob, your AI-powered development partner, to address the following challenge:

Turn idea into impact faster

Got an idea for how to work smarter and faster? Create a solution that speeds the way you work every day.

Maybe you need to:

• Get up to speed on existing code quickly

• Generate documentation and tests

• Reduce effort spent on repetitive tasks that slow your team down

Use IBM Bob as your development partner to bring your idea to life.

Bob understands intent, reads complete repository context, explains logic with clarity, automates complex transformations, and streamlines multi-step work.

Show how your solution, powered by Bob, can help builders at any skill level deliver high-quality software with greater efficiency and confidence.

Important:

All submissions must clearly demonstrate how IBM Bob is used in the solution.

Projects that do not show meaningful use of Bob may be disqualified.

Technology

IBM Bob is an AI-powered development partner that works directly with your codebase, helping you build and improve software with real context.

It is designed to support developers across everyday workflows, allowing you to apply AI within your own project rather than working in isolation.

Access to Technology

Participants will receive access to IBM Bob at the start of the hackathon.

🤖 IBM Bob Setup Guide

👉 Follow the setup guide below to activate and start using IBM Bob during the hackathon.

🔘 Open IBM Bob Setup Guide

Please Note

• Access is provided specifically for the duration of the event
• Usage is limited and should be managed throughout the build
• Participants are expected to actively use Bob as part of their solution

Prizes

🥇

1st Place:

💰Cash: $5,000

🥈

2nd Place:

💰 Cash: $3,000

🥉

3rd Place:

💰 Cash: $2,000

Please note: Participation in lablab.ai hackathons is voluntary. Prizes and opportunities depend on eligibility, availability, and third-party sponsors, for whom lablab.ai is not responsible. Hackathon rules, prizes, and terms may change or be canceled at our discretion. Submissions must be original and MIT-compliant. Prize distribution may take up to 90 days.

Full details: Voluntary Participation & Prize Terms

Community & Social Channels

Stay connected with the teams behind the hackathon and follow along for updates, highlights, and future opportunities.

lablab.ai

X - LinkedIn - Facebook - Instagram - YouTube - Twitch - Website

IBM

LinkedIn - Website - IBM Bob

NativelyAI

X - LinkedIn - Website

What to submit?

📋 Basic Information

• Project Title

• Short Description

• Long Description

• Technology & Category Tags

📸 Cover Image and Presentation

• Cover Image

• Video Presentation

• Slide Presentation

💻 App Hosting & Code Repository

• Public GitHub Repository, including exported IBM Bob report

• Demo Application Platform

• Application URL

For further details and guidance, please visit Submission Guidelines

⚠️ Public GitHub Repository & IBM Bob Report

Your project code should be stored publicly on GitHub. Include any code or files where IBM Bob assisted in the development, and be sure to include the exported IBM Bob report of all relevant tasks/sessions used for your project.

👉 Follow the official IBM Bob setup and export guide below:
🔘 Open IBM Bob Setup Guide
Please note: If you submit a private repository, judges won’t be able to fully review your work, which may lower your overall score.

lablab.ai

Topic: Hackathon Submissions Process

▶️ Watch Video

Judging Criteria

Application of Technology

How complete and well thought-out the project is, with a clear application of IBM Bob.

Presentation

The clarity and effectiveness of the project presentation.

Business Value

The impact and practical value, considering how effectively the solution addresses a high priority issue.

Originality

The uniqueness and creativity of the solution and the approach in applying IBM Bob to address the stated issue.

Hackathon Details

Join lablab.ai hackathon and innovate using the latest models in the market. Discover all the relevant details below.

🗓️ Where and when

The hackathon is fully online starting on May 15th till May 17th, 2026. The hackathon will take place on the lablab.ai platform and lablab.ai Discord server.

🦸🏼‍♂️ Who can join?

We welcome participants with a strong interest in AI. While prior experience can be helpful, this challenge is designed for those ready to engage with AI in meaningful and practical ways.

😅 What about teams?

If you don't have a team, don't worry! You can connect with other participants from all over the world on our dashboard or Discord server. We also recommend checking out our Discord server to find teammates and bounce around ideas. You can join the server here.

🛠️ How to participate

The hackathon will take place online on lablab.ai platform and lablab.ai Discord Server. Please register for both in order to participate. To participate click the "Sign up" button at the bottom of the page and read our Hackathon Guidelines and Getting Started Guide.

🧠 Get prepared / Use Lablab.ai to Learn About AI

To get ready for the hackathon, visit our AI Tech pages and read up on all the available technologies. You can also check out our tutorials page for more information on how to use them. Get a head start on your project by using the resources on lablab.ai!

Speakers, Mentors & Judges

Pawel Czech

CEO

Atul Thapliyal

Senior Managing Consultant

Hari Kanagala

Group Product Manager AI/ML

Suneeth Maraboina

Technology Leader

Vasu Raj Jain

Senior Software Engineer

James Lloyd

AI Strategic Advisor

Bhanu Pratap Singh

Lead Technical Architect

Venkata Guru Vemulakonda

Technical Senior Lead

Andrea Marazzi

Founder & CCO

Anshul Chetal

IBM Consulting Global Alliance Leader

Anton Kiselev

Lead backend developer

Sasha Aptlin

Founding AI Engineer @ ReachRx.ai

Shaktesh Pandey

AI Engineer | GenAI Systems | RAG Architect | LLMOps

Rahul Gupta

Head of AI Foundry

Sohil Vinod Shah

Staff Software Engineer

Kajal Singh

Product Manager

Maximilian Jesch

Product Manager,IBM Bob

Mahati Kumar

Software Engineer

Ramakanta Samal

Senior Software Engineer

Dharmendra Singh

Senior Software Engineering Manager

Tingting Lin

Lead Product Manager

Nikhil Mehra

Senior Product Manager

Zebo Furqatzoda

Startup Founder

Abhishek Saxena

Head of Strategy & Growth

Yaniv Alon

Affiliates' Programs Lead

Vishal Paul

Senior Software Engineer, Core Platforms Team

Sanem Avcil

AI & Blockchain Advisor

Japjit Singh

Applied AI Product Lead

Sriharsha Makineni

Business Engineer

Nirmal Kumar Jingar

Sr. Engineering Manager

Aliaksandr Zhorau

Software Engineer

Daniil Gonik

Senior Fullstack Engineer

Pawel Czech

Co-Founder

Andrea Marazzi

CCO

Pawel Czech

Founder

Victoria Neiman

Co-founder & COO

Sergey Nuzhnyy

Head of Developer Relations

Sergey Nuzhnyy

Head of Developer Relations

Addy Crezee

Founder & CEO

Sergey Nuzhnyy

Head of Developer Relations

Junnan Li

Research Lead

Gus Martins

Staff Developer Relations Engineer

Philippe Brulé

CTO

Pawel Czech

Co-Founder

Andrea Marazzi

CCO

Andrea Marazzi

Founder and CCO

Event Schedule

To be announced

Winner Submissions 🏆

Pedigree

CtrlCats

Claude CodeIBM Granitewatsonx.ai

Atlas

watsonx.aiClaude CodeChatGPT+1

Sandbox — Castles Crumble. Fix Them First.

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Submitted concepts, prototypes and pitches

Submissions from the teams participating in the IBM Bob Hackathon event and making it to the end 👊

PR Context Generator

Analyzes GitHub PRs to reveal hidden impacts, risk scores, and test gaps that traditional diffs can't show. Powered by IBM Bob's full-repository context understanding.

HyperPORES

IBMStreamlitAI/ML API

MeetGhost

AI that attends meetings for you and creates a “digital memory” of everything discussed.

Codemaniacs

kiroAI/ML APIAssistants API+1

RepoTwin

RepoTwin de Bob es un gemelo digital de repositorios que simula el impacto de un cambio antes de programar. Analiza el contexto para generar una Shadow PR con riesgo, regresiones y plan de despliegue, previniendo errores de forma predictiva.

How Much does this Steak Job

IBM watsonx AssistantGenerative AgentsOpenAI+1

Court in Your Pocket

A free AI-powered legal companion for Indians who can't afford a lawyer. Describe your situation conversationally — IBM Bob understands your rights, cites exact Indian laws, and generates a ready-to-use demand letter instantly.

AI-nt Experts

ALICE

Interactive BB84 QKD simulator with AI observability (Project Bob) & intelligent orchestration (A.L.I.C.E.). Learn quantum crypto by breaking it.

alice

IBM watsonx AssistantIBM GraniteGemini 3 Flash

REPO INTELLIGENCE SYSTEM

An AI-powered Repository Intelligence & Change Impact Viewer that analyzes uploaded code repositories, visualizes dependency relationships, enables AI-based repository understanding, and predicts the impact of code changes

DREAM

watsonx.aiChroma

BobGuard: AI PR Architect

BobGuard is a CLI tool that uses IBM Bob's full repository context to perform surgical architectural PR reviews. It enforces custom team rules, detects hidden risks like SQL injection, and tracks AI budget usage per review.

SoloForge

IBM GraniteIBM

code-archaeologist

An AI agent that mines git history, PRs, issues, and tests to explain why code exists — not just what it does. Every claim is cited; hallucinated SHAs are deterministically dropped.

DoubleTap

PRism — The Intelligence Layer for Code Reviews

PRism mathematically scores pull request risk. Using AST parsing, graph centrality, and IBM Bob context, it triages critical files so reviewers stop missing blast-radius bugs in massive PRs.

PRism Labs

IBM GraniteIBMAntigravity+2

WatsonGuard

WatsonGuard is a multi-agent system that audits AI model outputs for hallucinations, bias, policy violations, and automatically remediates issues using IBM watsonx.ai services.

Hack0PS

BobSec – Multi‑Agent Scam Shield

BobSec is an IBM Bob–powered multi‑agent scam shield for Indian users. It analyses WhatsApp, SMS, email and UPI messages, then explains in plain language whether they are safe, suspicious or scams, with a clear history and governance.

Stellar Stack

StreamlitAI/ML APIAntigravity+2

NodeRepo AI

An AI-powered visual modernization platform that maps complex codebase architectures and instantly refactors legacy scripts into production-ready, modern code.

CODE RISE

IBM-BOB-Haackathon-submission-BOB_RAG

This project uses the BOB Framework for AI-assisted development. DocRAG-MD is a lightweight, open-source medical question-answering system.

Steering Team

Llama 4Gemini AI

PaperMech-IBM-BOB

Autonomous Research Verification Engine built on IBM watsonx.ai.

Node Solo

Wingman

Automated Git diff extraction tool that sends code changes to IBM Bob CLI for professional code review, with automatic configuration and Windows optimization.

nicedone

Bob Lens

Bob native npm package that visualizes IBM Bob’s AI code changes in real time with before/after diffs, execution flow diagrams, and BobShell analysis

Whalambda(dot)py

IBMAgentOps

TaskMiner_AI

A Python & Streamlit app to capture, organize, and prioritize tasks with rich metadata and dependency tracking. Exports structured task lists to Bob AI for execution ordering, risk detection, sprint planning, and visual flow diagrams.

Syntax Architects

CodexGemini 3 proIBM watsonx Assistant+1

GitBob

GitBob makes IBM Bob a git expert for your real repo. You talk to Bob in plain English.

K-AI

Claude Code

ContractGuard: Bob API Drift Auditor

IBM Bob-powered tool that detects OpenAPI contract drift, scores business risk, generates fixes, validates them with tests, and produces audit-ready governance reports for enterprise API teams.

Selcuk Solo

IBMIBM Granite

ShipSage: AI-Powered DevOps Readiness Analyzer

ShipSage analyzes any GitHub repo to score its production readiness, generate Docker, Kubernetes, CI/CD, and Terraform configs, and provide AI-driven architecture insights — all without requiring a paid API key.

Git Immortals

BOB_FORGE

BobForge is an AI app factory that turns a raw software idea into a complete IBM Bob-ready blueprint, then uses IBM Bob to build, document, test, and track the generated application.

JUST CHILLIN

Anthropic ClaudeIBM watsonx AssistantQwen3-Coder

Repo-Insight : Graph-RAG Knowledge for IBM Bob

Repo-Insight is a code knowledge graph MCP server that gives IBM Bob surgical precision over any Python codebase — replacing expensive file reads with instant graph queries to find and fix bugs in fewer tokens.

HyperSonicAI

Lekker Pay

Open-source Python library that unifies South Africa's 60+ fragmented payment providers behind one API. AI-extensible via IBM Bob — the second adapter was Bob-generated at 92% coverage. 111/111 tests passing on main. MCP-native by design.

LimpingXpert

DataSentinel

DataSentinel automates GraphQL API integration and typing. It performs dynamic introspection, handles backoff retries, and generates structured Python models, eliminating manual mapping to accelerate Data Science and ML workflows.

Data Sentinel

AI/ML APIlangflowLangChain

Meetrix — AI-Powered Meeting Intelligence

Meetrix is an intelligent, privacy-first Meeting mangement System that analyzes your calendar exports to reveal meeting costs, waste, cascade chains, and team focus time — all running 100% locally with Ollama.

sudo meow

Funded First

FundedFirst helps students discover funded startups & land jobs faster. Powered by IBM Watsonx Granite, Watson NLU, Cloudant, COS, TTS & STT — it scrapes funding news, scores opportunities, analyses CVs, drafts cold emails & offers an AI co-pilot.

Tantragyan

IBM watsonx AssistantIBM GraniteAnthropic Claude+1

AI SDLC WRAPPER

An AI-powered SDLC workflow automation tool that uses IBM Bob IDE as the core intelligence engine to transform feature ideas into production-ready code through structured, repeatable processes.

Non-interesting

AI StudioGenerative Agents

MCP Server Foundry

MCP Foundry turns CSV/Excel into interactive AI agents via Streamlit. It uses IBM Bob to forge MCP servers, auto-generate OpenAPI specs, and link any local or cloud LLM without manual backend code.

iMChetanP

IBMIBM GraniteAgentOps+9

CallPrep

AI assistant that quietly joins your calls, listens in the background, and turns every conversation into structured knowledge you can actually use later.

kaizenv2

RouteGuard: Offline AI-Powered API Security

RouteGuard is a static security scanner for Node.js APIs. It catches critical OWASP vulnerabilities at write-time by combining deterministic ESLint taint-analysis with an offline, local IBM Granite AI agent, ensuring your code stays on your machine.

NeuroGOES

ChatGPTIBMIBM watsonx Assistant

CodeAtlas

CodeAtlas is an AI engineering intelligence platform that analyzes GitHub repositories to generate architecture maps, dependency graphs, risk analysis, blast-radius insights, and modernization roadmaps for complex software systems.

CodeAtlas

TraceRoot—AI-Powered Root Cause Analysis Assistant

TraceRoot is an AI-powered root cause analysis tool that helps developers and aspiring engineers investigate software failures using logs, stack traces, and code context to identify causes, explain issues, and suggest fixes.

Cold Byte

IBM watsonx AssistantChatGPTGemini 3 pro

Ephemeros

Ephemeros is an ephemeral context bridge for IBM Bob, letting Bob fetch scoped enterprise context through MCP, use it for better code generation, then clean it up without broad or permanent private-network access.

Ephemeros

IBMIBM watsonx AssistantIBM Granite+1

MendoraCI

MendoraCI sits beside your CI runner and turns noisy failure logs into governed repair plans. IBM Bob classifies the root cause, HITL approval gates the fix, and a signed evidence pack ships — EU AI Act Article 12 ready. −60% MTTR.

MendoraCI

StreamlitIBMIBM Granite+2

ARCE-Autonomous Remediation and Compliance Engine

ARCE is an autonomous DevSecOps agent via IBM Bob. It detects CVEs, verifies code reachability via AST, patches dependencies, self-corrects test failures, verifies the live app using Playwright, and submits governed PRs—all without human intervention.

Runtime Rebels

BobVAT: AI-Powered GCC Tax Compliance Platform

An autonomous, bilingual AI tax expert and 10-in-1 compliance suite automating VAT calculations, invoice validation, cross-border advisory, and legal audit trails across all 6 GCC nations.

AS DEV

AntigravityFeatherlessHuggingFace Spaces

Dependency risk analyzer

Supply chain attacks are one of the fastest-growing attack vectors in enterprise software. When Company A integrates with Company B's platform, both are exposed to each other's vulnerable dependencies and compliance management.

Devil activity

RedisIBM watsonx Assistantlangflow+3

API Contract Guardian

API Contract Guardian uses IBM Bob to catch breaking API changes before they ship. It classifies every change as BREAKING, SAFE, or REVIEW and shows the exact downstream blast radius — which teams break, and on which lines.

Astra

AntigravityAnthropic Claude

RepoQuest

RepoQuest turns unfamiliar codebases into guided onboarding quests using deterministic static analysis, architecture maps, reading paths, component cards, quizzes, Markdown exports, and optional AI Fusion with cited validation.

Piki Piki

StreamlitAI/ML APIIBM

Incident Commander

Real-time incident response dashboard powered by IBM Bob. It analyzes logs, deployments, commits, and runbooks to detect root causes in seconds, suggests fixes, and auto-generates post-mortems for faster recovery.

XOCode

MacGyver Classroom

MacGyver Classroom takes a photo of their messy garage, a broken toaster, or random office supplies. The Vision model catalogs the parts (copper wire, heating element, plastic casing, springs).

Niches

ChatGPTCodexGemini 3 Flash

DevLens Repository & Team Health Dashboard

DevLens is an AI-powered repository guardrail that scans local codebases to map technical complexity while running predictive NLP sentiment analytics over Git/PR logs to catch team operational friction, burnout risk, and documentation debt.

TeamAlpha

GroqStreamlit

Offline CBDC Settlement SDK

A plug-and-play SDK that enables developers to integrate zero-trust, hardware-level offline NFC payments into any fintech app, accelerated to enterprise readiness using IBM Bob.

Dhurandhar

Gemini 3 proGPT-5Claude Code+2

GitPilot-AI

GitPilotAI is an AI-powered developer onboarding platform that helps engineering teams understand GitHub repositories faster through intelligent repository summaries, onboarding roadmaps, important file analysis, and repository insights.

swapna

Gemini 3 proGemini 3 FlashGenerative AI Studio+1

Culltron CivicOps AI

App-first civic reporting platform that turns resident issues into structured tickets, AI-assisted routing, area alerts, and trackable municipal action.

Culltron CivicOps AI

IBM watsonx AssistantAI/ML APIGroq+1

ADR Archeologist

Reconstructs undocumented architectural decisions into version-controlled records via state-based codebase forensics. Bypasses volatile Git history parsers and latent multi-agent loops to inject standard MADR files directly via automated GitHub PRs.

AstraMentis

Aegis

HIPAA compliance auditor for code. IBM Bob in a custom Auditor mode scans repos for §164.312 violations, cites CFR sections, and ships remediation PRs.

Archon

AgentOpsVercelIBM

VOLT - Volcanic Operations and Lifesaving Tracker

Built using IBM Bob, VOLT is an Expo React Native mobile MVP for Taal Volcano households, combining offline emergency profiles, risk dashboards, go-bag tracking, SMS check-ins, reminders, and live PHIVOLCS bulletin guidance.

Yearning University

IBMAI/ML APIAI Studio+1

Sentinel - Compliance Engineering Copilot

A Bob IDE skill pack + GitHub Actions agent that blocks PRs which ship HIPAA, SOC 2, PCI, or GDPR violations. 30 controls, 4 frameworks, $0.03 per PR. Replaces the $50K external audit + 6-month cycle with a 4-minute check. Built end-to-end with IBM Bob.

SoloDev

IBMAnthropic Claude

AgentFix — AI Agent Prompt Security

AgentFix analyzes AI agent prompts for security vulnerabilities, red-teams them using Gemini 2.5 and 600+ HuggingFace adversarial payloads, auto-improves weak sections iteratively, and verifies fixes — built with IBM Bob.

AgentFix

IBMGemini 3 Flash

Repo-Archi-Graph

IBM Bob-powered architecture analyzer: transforms codebases into interactive risk maps with blast radius scoring (1-10), technical debt audits, and semantic dependency graphs. Virtual CTO intelligence for proactive refactoring decisions.

Repo-Archi-Graph Team

IBM watsonx AssistantIBM GraniteLlama 4+1

PHRAXIS - Voice to Production Quantum Opt System

PHRAXIS turns a spoken developer idea into a production-ready GitHub PR in under 4 minutes. IBM Bob reads the full codebase. IBM Quantum QAOA finds the optimal change path. IBM Watson STT and NLU extract structured intent. Voice to impact, end to end.

DRAGORITHM

UpTimeX

An AI-driven incident response platform using IBM watsonx Orchestrate and IBM BOB to detect failures, parse logs, attempt automated recovery, and escalate complex issues to engineers.

ctrl-alt-hack

IBM watsonx AssistantChatGPTAnthropic Claude+2

Bobdock

Enabling PMs and engineers to spin up contextful Bob agents in the cloud

Agentic Engineers

IBMVercel

Orchestrator: Unified AI CLI Development Platform

A unified dashboard orchestrating 8 AI CLI tools (Claude, Gemini, Codex, DeepSeek, Copilot, Kimi, Cline, IBM BOB) with intelligent task division, real-time monitoring, and automatic context sharing for seamless multi-agent development workflows.

Team DIP

Anthropic ClaudeCodexGemini 3 pro+5

RepoSight — Instant Codebase Intelligence

Paste any GitHub URL and understand the codebase in 30 seconds. RepoSight gives you a Developer Fit Score, Codebase DNA visualization, Onboarding Roadmap, and AI-powered architecture insights , built with IBM Bob IDE.

Bob1hour

GroqLlama 3.1Anthropic Claude+1

Meeting2Jira — Transcripts to Jira Tickets via AI

Drop a meeting transcript, get Jira tickets. Meeting2Jira uses IBM watsonx.ai to pull out action items, owners, and priorities from .vtt or .docx files and push them straight to your board.

Devtools

IBM watsonx Assistantwatsonx.aiLlama 3

Selune

Selune is an agentic development board for IBM Bob that turns project work into a live task queue. Bob can claim tasks, work directly inside the repo, report progress, and move completed work into review with full visibility.

Post

VercelIBMCodex+2

CodeOrbit AI - AI powered repository intelligence

CodeOrbit AI is an AI-powered repository intelligence platform that helps developers instantly analyze, understand, and interact with GitHub repositories using semantic search, Groq AI, repository analytics, and intelligent code insights.

Ai syndicate

GroqStreamlitOpenAI+5

AgentIQ: Enterprise AI Agent Governance

Stop wasting 43% of your AI tokens on code rework. AgentIQ is an enterprise governance platform that audits repositories and generates deterministic multi-IDE context blueprints, ensuring AI agents like IBM Bob code flawlessly on the very first try.

Context Forge

IBM Granitewatsonx.aiGroq+2

Prism

Prism is an AI-powered browser extension that transforms websites in real time. Anyone can choose a theme suitable for them and customize their entire web page with a simple prompt and/or a predefined mode.

Clavis

OpusIBMrest api+1

Bob Voice Assistant

A powerful voice-activated desktop automation tool for Windows, built with Tauri, React, and Deepgram AI.

Catog

Gemini 3 FlashIBM

DIFF AGENT

Diff Agent is an AI-powered code review tool that helps developers review GitHub diffs faster by using IBM watsonx Granite agents to detect bugs, edge cases, and improvement opportunities in the context of a repository.

General AI

IBM watsonx AssistantIBM GraniteClaude Code+3

EchoSync - From Conversation to Code Autonomously

EchoSync is an autonomous meeting-to-GitHub agent that transcribes meetings, extracts action items using a 4-layer AI assignment engine, estimates story points, detects architectural contradictions, and pushes GitHub issues automatically.

GlitchX

AI/ML APIStreamlitGroq+2

BobWatch: Self-Healing MCP Security Shield

An enterprise-grade, self-healing security firewall and real-time IDE middleware wrapper that audits AI agent workflows and Model Context Protocol (MCP) tool configurations for intent alignment.

One more prompt

VercelGemini AIIBM

Clarity

Clarity onboards devs to any GitHub repo instantly. Paste a URL — IBM Bob reads the codebase and delivers a full report, guided fixes with real code, and an AI-annotated file tree. Know exactly where to start.

somebodyouknow

IBM watsonx AssistantIBM GraniteAnthropic Claude

Silentbob

SilentBob is a CLI orchestrator for IBM Bob. It auto-detects Git changes, crafts context-rich prompts to save AI tokens, and runs an auto-healing loop to instantly debug and fix failing unit tests.

AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAH

IBMArcGemini 3 pro+3

PromptShield

PromptShield is a security scanner for AI coding assistant configurations across IBM Bob, Claude Code, and Cursor.

square

Claude CodeCursor

Onboarding Buddy

AI-powered codebase explorer that helps new developers understand unfamiliar codebases instantly — powered by IBM Bob.

Onboarding Buddy

TUM-The Unknown Messengers

CanopyAI

AI-powered VS Code extension that visualizes your codebase as an interactive graph with dependency mapping, AI file explanations, and a chat interface for code exploration and editing, powered by IBM Granite.

Primates

IBMImagen

NOESIS

NOESIS is a repository risk intelligence dashboard that analyzes GitHub repos, maps architecture, traces data flows and entry points, and uses IBM Bob exports to generate an exploitability score with actionable remediation guidance.

ReplitIBM

RiskTrace Control Tower

RiskTrace Control Tower modernizes legacy RWA reporting with regulatory MCP validation and agentic portfolio analysis, helping bank executives understand risk-weighted assets, evidence, and compliance confidence.

AzenoHI

IBMIBM watsonx AssistantIBM Granite

Organic AgroFlow AI

AgroFlow AI is an intelligent, multi-stakeholder agricultural supply chain platform designed to solve inefficiencies in traditional farming and distribution systems. The current agricultural ecosystem suffers from lack of real-time market information

Re-Start

AI StudioAntigravityGemini AI+3

CubeY

Developed by Bhavinash Vemuluri, a 14-year-old innovator from India, CubeY represents a vision of how next-generation technology can simplify complex tasks while creating an engaging and premium digital experience for users.

CubeY

AI StudioAntigravityIBM+3

PR Autopilot

AI-powered pull request analysis platform that visualizes PR blast radius using IBM Bob. Detects affected modules, dependency risks, and hidden breakages before review with interactive graphs, risk scoring, and automated GitHub insights.

CodePilot AI

IBM watsonx AssistantAI/ML APIAnthropic Claude+3

Codeward

Codeward is an AI-powered code trust and verification tool that helps non-technical builders understand, verify, and safely ship AI-generated code — powered by IBM Bob.

Obsidian

IBMGroqGemini AI+1

Edward

Edward is a local Windows AI desktop assistant powered by IBM Bob, Ollama, and Moondream. It sees your screen, controls your PC, responds by voice, and runs 30+ slash commands without sending your data to the cloud.

Edward

Claude CodeElevenLabsGemini AI+1

LegacyBridge

LegacyBridge is an AI-powered modernization engine that seamlessly transforms obsolete, technical-debt-ridden legacy source code into clean, secure, and optimized modern programming frameworks in real-time

coderz

AI/ML APIChatGPTClaude Code

DevAssist

DevAssist is an AI-powered code review and documentation tool built with IBM Bob that helps developers find bugs, improve code quality, and generate documentation automatically using Gemini AI.

BobStack

Gemini AIIBMClaude Code

Midnight Murder Mystery

Midnight Murder Mystery is a mobile-first escape room detective game where players solve puzzles, collect clues, crack codes, and identify the killer before time runs out.

Bob The Builders

IBMIBM Granite

MCPforge

MCPForge is an AI-powered platform that converts natural language into production-ready MCP servers with automated validation, security checks, auto-repair suggestions, and confidence scoring in under 60 seconds.

SRH

ChatGPTClaude Code

ContribFlow

ContribFlow is a 4-stage AI co-pilot that guides OSS contributors from idea to PR-ready code. It finds contribution gaps, deduplicates ideas, maps change impact with dependency tracing, and reviews code quality before submission.

chainTogather

AI/ML APIGPT 4oIBM+3

AGNI (AI Guard against Neutralising Intent)

AGNI(AI Guard against Neutralising Intent)a real-time women’s safety system that detects acid attack threats before they happen using IBM Bob’s AI. It analyzes suspicious behavior, triggers alerts, captures evidence, and auto-notifies police hands-free.

TechMinds

Claude CodeIBM watsonx AssistantCursor+2

AgentForge — Natural Language Agent Builder

Type one sentence, get a live IBM watsonx Orchestrate agent in 90 seconds. AgentForge uses IBM Bob to write Python tools, generate ADK YAML, configure MCP, run tests, and deploy — fully automated, zero manual setup.

Content 6

IBM GraniteIBM watsonx Assistant

Dev companion

dev-companion is an AI-powered developer workflow tool that generates documentation, test suites, code reviews, and READMEs from any codebase — built with IBM Bob and watsonx.ai Llama 3.3 70B.

Team Sena

IBM watsonx AssistantStreamlit

OpenLook

OpenLook gives coding agents visual unit tests: they record browser sessions, send the video to Gemini, get pass/fail UX verdicts, fix the UI, and rerun until it works.

Styx

Gemini 3 FlashCodexChatGPT+2

Ghostwriter

Ghostwriter scans your GitHub repo, finds undocumented complex code owned by a departing engineer using git blame and AST analysis, then interviews them with AI-generated questions and turns their answers into a handover playbook.

The Merge Conflicts

ChatGPTCodexIBM watsonx Assistant+1

ChaosMonkey MCP

MCP server for autonomous chaos engineering, fault injection, and crash discovery.

ValIt

IBMAutoGenOpenAI gym

TrustDeploy AI

TrustDeploy AI is an AI-powered DevSecOps tool that detects software supply chain attacks by verifying deployment integrity using blockchain and explaining risks with AI.

Neural Nexus

SentinelAI — Local‑First Repository Intelligence

SentinelAI is an open-source, local-first CLI that learns your repo, keeps memory in SQLite, and runs 8 agents to detect risks, enforce rules, and suggest fixes using IBM watsonx/Bob without sending raw code.

Cykikz

CodexClaude Code

DevScope: Intelligent Codebase Onboarding

DevScope accelerates developer onboarding by leveraging AI and graph analytics to instantly transform complex codebases into interactive architecture graphs, targeted learning guides, and actionable technical debt roadmaps.

ilovecats

StreamlitIBM GraniteIBM watsonx Assistant

Vinculum

Vinculum transforms scattered company knowledge from Slack, Jira, and Notion into a unified, queryable 3D knowledge graph powered by GraphRAG. All processed locally for complete data privacy.

Bobsters

IBM GraniteIBM watsonx AssistantQdrant+4

RepoOnboard

Every dev wastes their first 2 weeks figuring out a new codebase. RepoOnboard fixes that — paste a repo, pick your role, and IBM Bob generates a 7-day onboarding plan tailored to that specific code and your experience level.

IBMGenerative AgentsAgentOps

KRONOS — Institutional Memory Infrastructure

KRONOS is a GitHub-native institutional memory system that prevents engineering teams from repeating historical production failures by using a 5-agent AI architecture to detect architectural regressions,workflow conflicts, forgotten engineering decisions.

Alpha Astronaut

RepoguardAI

RepoGuard AI is an AI-powered Change Risk Intelligence Platform that analyzes repository dependencies, blast radius, and architectural impact to estimate pull request regression risk before deployment

NoobDev

VercelGPT-4 Vision

Aegis-QA: Zero-Touch Security & Testing Swarm

Aegis-QA is a multi-agent AI swarm powered by IBM watsonx.ai and orchestrated by IBM Bob. It instantly audits raw code for vulnerabilities and generates production-ready PyTest suites, saving developers hours of manual testing.

Agentic Innovation Node

AI/ML APIwatsonx.ai

CodeBase Agent - AI-Powered Developer Assistant .

AI agent that helps developers understand any GitHub repo, generate documentation, and create unit tests instantly using Groq + ChromaDB.

Teambanglore

StreamlitGroqDeepSeek R1+4

Summit

Summit is an AI-powered engineering intelligence platform that extracts the embedded judgment of your most experienced developers — through deep codebase analysis with IBM Bob — and makes it accessible to your entire team at every stage of development.

yanners

watsonx.ai

Code Janitor

Code Janitor is an AI-powered code review and refactoring platform that detects bugs, suggests optimizations, visualizes codebases, and provides live previews, built with assistance from IBM BOB, IBM’s AI-powered development assistant.

Team Synergy

NVIDIACodexIBM+8

Gandy: Neurosymbolic Smart Contract Verification

Gandy uses IBM Bob's neurosymbolic AI, Z3 SMT solvers, and game theory to verify the economics of smart contracts, automatically catching and mathematically patching billion-dollar Web3 logic exploits before production.

Harley Quinn

AI/ML APIAnthropic ClaudeIBM+3

DocuMind - Ask Your Codebase Anything

DocuMind indexes your repos and docs into a vector database and lets you ask plain English questions with source citations. No more digging through files to figure out what a function does or where something lives.

NullME

Change Narrator

AI-powered changelog generator that transforms GitHub PRs into multi-audience release notes, powered by IBM Bob.

Dextar Labs

IBM watsonx AssistantIBM GraniteAI/ML API

VSAE: Surgical AI Knowledge Removal

VSAE is a surgical "delete button" for LLMs. It safely removes copyrighted IP and sensitive concepts from trained models by manipulating attention weights, featuring self-healing perplexity protection and fault-tolerant memory for enterprise compliance.

Debug4X

Anthropic ClaudeIBMAntigravity+3

PR Party

PR Party transforms GitHub pull requests into RPG encounters. Six AI specialist characters — each powered by IBM watsonx.ai — review your code for security, database, UX, architecture, tests, and documentation issues.

BobThePrompter

watsonx.aiAnthropic ClaudeLlama 4+4

Reposense

AI-powered repository intelligence platform that uses IBM Bob to visualize code dependencies and show the blast radius of any file change — before a single line is written.

Innovative Engineers

IBMGroq

ContractProof: AI-Powered API Contract Validation

Stop API drift before it breaks production. ContractProof uses IBM Bob AI to detect, predict, and auto-fix contract violations in real-time.

God tier team

IBMVercel

BuildCheck AI: Autonomous DevSecOps Agent

BuildCheck AI accelerates development by bridging the IDE and management. It uses IBM Bob and an MCP Server to autonomously write tests, prove failures, fix complex bugs via TDD, and update live Django dashboards without human intervention.

Team 11

CrewAILangChainIBM watsonx Assistant+2

BobFactory: Enterprise AI SDLC Control Plane

BobFactory turns repositories into a governed AI software factory with a living digital twin, Ask Bob, pre-mortems, impact simulation, agents, security, and audit evidence for enterprise AI SDLC.

EkaM

Anthropic ClaudeCodex

Kairos

B2B SaaS platform that uses AI to audit complex GitHub repositories and generate comprehensive technical documentation portals in minutes, drastically reducing maintenance and onboarding costs.

ODST

Bud AI:Agentic Personal Assistant &Study Companion

An autonomous, solo-engineered multi-agent personal assistant and study companion featuring a custom glassmorphism interface and Python backend. It implements a dedicated MCP server reducing context-window overhead through on-demand tool discovery.

Shaik Jouzia Afreen H

VercelGemini 3 FlashIBM watsonx Assistant+4

SyncMind

SyncMind AI is a floating AI-powered engineering intelligence assistant that runs on top of coding platforms and helps developers detect merge risks, dependency conflicts, API changes, and architecture issues in real time.

Team Cryptic

AntigravityIBMChatGPT+2

Smift

Smift turns IBM Bob into a governed AI development team that plans, codes, reviews, and proves software work across IDE, CLI, web, chat, and voice.

Smift

OpenAIwatsonx.aiIBM watsonx Assistant

Bob Council

Five expert reviewers. One verdict. Bob Council uses IBM Bob's Orchestrator to dispatch PR diffs to 5 specialist modes, synthesizes their findings into a final verdict, and produces a narrated walkthrough you can watch like a video.

VercelIBM

CI Doctor AI: Automated Pipeline Debugger

An AI-powered pipeline debugger that automatically analyzes failed GitHub Actions workflows and generates actionable, ready-to-merge fixes using Google Gemini AI

The Deadlocks

VercelGemini 3 FlashGemini AI+1

Mitosis AI Workspace

An AI workspace that detects context pollution, prevents agent hallucination loops, and performs “mitosis” by splitting overloaded agents into specialized contexts—reducing debugging time and improving software reliability.

astrocat

GPT-5IBM watsonx AssistantClaude Code

Bangladesh Debt-Free by 2030

Data analysis exposing $24B in avoidable debt from infrastructure overpayment (2-4x global costs) & import inefficiency. Shows how Bangladesh can eliminate remaining $72.65B debt in 4.6 years while transforming 31.7M agricultural workers' lives.

Flying_human

GuardAI

GuardAI is an AI-powered web app that analyzes your code, detects security vulnerabilities, explains what it does, and suggests improvements — directly from your GitHub repositories, powered by IBM Bob.

Good Practice Friend

BobQuest: IBM Bob Shell as a Real-Time Brain

Powered by IBM Bob Shell as its live runtime brain, BobQuest dynamically transforms raw GitHub repositories into interactive operational flows and starter missions to accelerate safe developer onboarding.

iamjuanguillermo

HealOps: Agentic Runtime Firewall

An Agentic Runtime Firewall that monitors staging environments for crashes. Using IBM Bob's full repository context, it instantly injects memory hot-patches to unblock QA and automatically opens a Pull Request with the permanent fix

Straw_hats!!

AntigravityGemini 3 FlashIBM

BobTester

A comprehensive QA automation platform for teams to record, manage, and execute automated tests with security vulnerability detection, integrable into CI/CD pipelines via webhooks.

hehehe

RepoSense

Drop any repo into VS Code, hit RepoSense, and get a 0–100 health score (graded A–F), live architecture graph, AI code review, auto-generated docs, and security audit. Four watsonx agents do the work; you never leave your editor.

Team Name

IBM watsonx AssistantLlama 3IBM+1

DevPilot - AI Powered code analysis

AI-powered developer onboarding assistant that analyzes GitHub repositories using IBM watsonx.ai Granite models, generating comprehensive guides and providing interactive chat for faster codebase understanding.

Sun and Chill

IBM watsonx AssistantIBM GraniteAssistants API+1

BobCode

Bob Agent is an AI-powered CLI coding assistant built with IBM Bob and watsonx.ai. It generates tests, documentation, and code reviews from natural language commands — helping developers ship quality software faster.

Mr_Robots

IBM watsonx AssistantAgentOps

GitHub Repository Analyzer

An AI-powered GitHub repository analyzer that visualizes project structure and explains every folder and file automatically.

X-Dev

GroqVercel

Fuzzy RAG

Fuzzy RAG is an explainable Retrieval-Augmented Generation system that combines vector similarity with fuzzy logic to provide context-aware document ranking.

Mandimby Hasina Mahera

AMD Developer CloudCodexIBM

MarketMaster AI

An agentic B2B SaaS platform powered by IBM WatsonX Granite and IBM Bob. It digitizes physical invoices via Vision, predicts stockouts, writes secure NL2SQL queries, and autonomously launches WhatsApp customer re-engagement campaigns for retail SMEs.

AgentOps

IBM GraniteIBM watsonx AssistantIBM+1

VigiCode AI

VigiCode AI is an AI-driven code compliance and security platform that detects vulnerabilities, enforces custom policies, analyzes repository risk, and provides AI-assisted remediation through an interactive governance dashboard.

VRcoder

watsonx.aiIBM watsonx Assistant

Smart-PR

Smart Pr is an intelligent code review assistant that analyzes repositories, detects security and performance issues, evaluates code quality, and generates human-friendly explanations using IBM Bob.

Geek sauvages

IBMOpenAIVercel

Volea - Your business in Your pocket

Volea is an inventory and sales app for informal vendors across Latin America — tiendas de barrio, plazas de mercado, vendedores semáforo. Built entirely with IBM Bob in 48 hours. Record sales in seconds, send real email receipts, see daily insights.

Klout

Claude CodeCursor

devlog — Ambient developer journal

Dev Journal (Rust daemon + ibm bob): A background daemon that watches your editor activity (files changed, terminals opened, git ops) and auto-drafts a daily standup / devlog at EOD.

voxforge

IBMIBM GraniteAI/ML API

Doc2Skills

Tool automatically transforms documentation into structured IBM Bob Skills. Instead of spending hours reading and explaining docs to Bob, developers can now teach him once.This dramatically reduces hallucinations ,and speeds up daily development workflow.

FinalBeast

IBMGenerative AI StudioAI Studio

CONDUCTOR - Cross-Repo Consistency Agent

This is Conductor — a cross-repo consistency agent built on IBM Bob. One change request in, a consistent fleet out.

Pakistan

IBMIBM watsonx AssistantVercel

TEK TEK Agent

TEK TEK Agent is an AI-powered FastAPI hub unifying 5 specialized code intelligence agents: PR review, legacy codebase analysis, technical debt quantification, multi-audience standup reports, and animated code stories — all powered by IBM Bob LLM

Tek Tek

IBM GraniteVercelGemini AI

Conversa AI — IBM Bob MCP Server

Conversa AI exposed as an MCP Server giving IBM Bob direct access to 5 AI tools: data analysis, OCR document scanning, form builder, web scraper, and code deploy — all inside Bob IDE via JSON-RPC 2.0

Jefri

RepoGuardian AI

RepoGuardian AI is an AI-powered repository intelligence system that analyzes codebase changes, detects downstream impact, predicts risks, and generates self-healing fixes using graph-based dependency analysis and LLM-powered reasoning.

NovaHack

PineconeGemini 3 FlashGrok+6

AGENTIC REPOV - lives inside your repo

AgenticRepo is an GitHub-native AI agent that monitors repositories, analyzes CI/CD workflows, detects regressions, correlates suspicious commits, generates insights, and creates automated fix pull requests using IBM Bob-powered intelligence.

Black Box

IBMIBM watsonx AssistantCodex

Codebase Captain

AI Client powered by IBM Bob that smartly leverages static analysis & local tools alongside Bob's SDLC breadth to provide actionable insights on a codebase's objective, structure, test quality & security while maximizing cost-benefit of token expenditure.

Codebase Captain

CodexGPT-5IBM

ThreatLens AI

Build an AI-powered Threat Intelligence Platform that ingests raw threat feeds (CVEs, OSINT, dark web leaks), uses an LLM to summarize, correlate, and prioritize threats, and delivers actionable briefings to SOC analysts.

Aura Devs

ChatGPTAnthropic ClaudeAntigravity

Simulacra: Automating Usability Testing

Simulacra automates usability testing by using constrained AI agents as human personas. By isolating the AI from underlying code, we accurately simulate real user friction, saving teams thousands in testing costs before shipping to production.

Team Uraan

VercelGemini AIOpenAI

Skill Sprint Ai

SkillSprint AI is an AI-powered career and internship mentor platform designed to help students analyze resumes, identify skill gaps, generate personalized learning roadmaps, and prepare for internships through intelligent career guidance.

Conquest

ElevenLabs

LazyBob - AI-Powered Development Accelerator

Turn ideas into impact faster - An intelligent development assistant powered by IBM Bob

DevShowDown Hack With LazyBOB

IBM watsonx AssistantIBM GraniteIBM+4

Gorang - The Github Repository Analyzer

Stop dreading unfamiliar codebases. Gorango turns any public GitHub repo URL into a plain-English intelligence report with an app summary, tech debt map, and dead code scan in seconds.

bob-O-tastic

Gemini AIIBM

LegacyLens AI

LegacyLens AI — an AI-powered legacy Angular modernization assistant built using IBM Bob.

Gradient

ChatGPTIBM

BOBCAT(Auto Test & Documentation Generator)

Bobcat is an AI-powered developer tool that analyzes public GitHub repositories and instantly generates unit tests, API documentation, and code explanations using IBM Watsonx Granite, helping developers understand and test codebases faster.

Porcupine

AI/ML APIAntigravityChatGPT+6

Bob-Powered PHI Compliance Scanner

A Bob-powered tool that scans a synthetic healthcare repo for PHI (patient data) violations across three microservices, maps risky flows, and produces an audit-ready report plus pytest stubs to guide fixes.

QuackForge

DevDay AI: Plan Focus Summarize

DevDay AI is a developer productivity assistant that brings tasks, meetings, PRs, blockers, and work logs into one daily dashboard. It helps developers stay focused, preserve context, and generate editable AI daily and weekly summaries.

Hashira Hackers

IBM watsonx AssistantIBM GraniteIBM+1

Aroma AI-powered by IBM BOB Object Model Analyzer

AROMA stands for AI-powered Repository & Object Model Analyzer a comprehensive web-based development tool that helps developers understand, maintain, and improve legacy codebases using AI.

Greyscope

RepoLens AI Repository Analyzer

RepoLens is an AI-powered repository analysis platform that helps developers quickly understand GitHub projects through repository intelligence, activity insights, architecture summaries, and developer-friendly analytics.

Orbit Codex

IBMGemini AIGPT-3.5

WalletX : Universal AI Credit Wallet

WalletX is a universal AI credit wallet and context portability layer built as a Chrome browser extension, Node.js backend, and IDE SDK. It solves three critical pain points for modern developers

Redskull

AntigravityClaude CodeIBM Granite+1

Mother-Tongue

Code in the language you think in. Mother-Tongue uses IBM Bob's full codebase awareness to let African developers build in their native language and receive production-ready code instantly.

Mother-tongue

Bob Truth Score: Code Reality Audit

Bob Truth Score audits closed Jira tickets against linked GitHub PRs and repo context, exposing whether work is truly done, partially complete, or only marked Done.

stochasticgd

Custom GPTsCursor

OSS Preflight

OSS Preflight helps a developer turn an app idea into an evidence-backed open source starting point: ranked package recommendations, an Evidence Passport, and a scaffolded starter with a smoke test.

Dreamverse

IBMAnthropic ClaudeClaude Code

FlowBase: AI Developer Onboarding

FlowBase is an AI-powered repository intelligence platform that transforms massive, undocumented codebases into interactive visual learning pathways, accelerating new developer onboarding from weeks to just days.

Byte Triad

ChatGPTGemini AIIBM+1

LegacyLift — AI Legacy Modernization Radar

LegacyLift uses IBM BOB to analyze legacy enterprise systems, identify modernization risks, map architectural dependencies, and generate a prioritized upgrade roadmap through an interactive risk dashboard.

STATUS 200

IBMAntigravityVercel+1

RepoMedic.ai — Your AI Debugging Teammate

RepoMedic.ai is an AI-powered bug diagnosis platform that scans any GitHub repository, identifies the root cause of bugs using IBM BOB + Groq AI, and automatically creates a Pull Request with the fix — end-to-end in seconds.

404_Solver

IBMGroqVercel

ETL Code

Simplify data engineering workflows with an all-in-one VS Code extension for managing ETL tasks.

Us & Man

CodeSage

AI-powered legacy codebase intelligence platform built with IBM Bob

Noobs

AI21 LabsIBM GraniteIBM watsonx Assistant+1

OptiCode QA: Automated Code Scalability Auditor

OptiCode QA is an automated testing tool that bridges local hardware metrics with IBM watsonx.ai to validate if an algorithm is truly stable and scalable before cloud deployment

Polibit

Bob-SRE: AI-Powered Autonomous Engineer

Bob-SRE transforms the IBM Bob CLI from a simple coding assistant into a fully autonomous Site Reliability Engineer. By wrapping the AI in a robust orchestration platform, it automatically generates multi-stage Docker/Docker Swarm/Cloud infrastructure.

Team Code Blooded

AntigravityAWSChatGPT+2

Cascade — Blast-radius analysis for PRs

Cascade analyzes GitHub PRs and unified diffs with IBM Bob Shell—streaming live reasoning and returning a validated blast-radius report (risks, files, tests) before merge.

rajkumar guthla

IBM GraniteAI/ML APIAssistants API

Ticket Intelli - CX Analysis Agent

Ticket Inteli turns messy customer support tickets into structured engineering action briefs, reducing support-to-engineering handoff time and helping teams respond to customer-impacting issues faster.

Ticket Intelli - IBM BOB x Watsonx Agent

watsonx.aiIBM Granite

Assisted Migration Framework with IBM Bob

A framework that extends IBM Bob's capabilities to assist with complex technical migration processes across diverse scenarios.

A Bob Life

RepoPilot

RepoPilot is a local-first codebase onboarding assistant that analyzes real repositories, maps architecture, finds change impact and test gaps, then packages focused context for IBM Bob.

Born2Win

IBMIBM watsonx AssistantLLaMA

BOB RaceData Engine: Complete F1 Data Engineering

This solution demonstrates how IBM Bob orchestrates complex data engineering workflows (5-stage medallion architecture with validation) while seamlessly integrating AI predictions via Watsonx.ai.

The Big Shorts

AuraIDE

An AI workspace architect that instantly transforms any project into a fully optimized development environment by configuring the IDE, installing essential extensions, applying best practices, and generating ready-to-run setup commands.

DevReady

AI-powered phishing and scam detection

Sentinel AI is an immersive AI-powered phishing and scam detection platform designed to help users identify suspicious messages using intelligent threat analysis, interactive cybersecurity visuals, and AI-assisted pattern recognition.

XCALIBURS

ReplitIBMChatGPT

repopilot

RepoPilot is a Bob‑powered assistant that analyzes a code repository and auto‑generates documentation, tests, and demo scripts to help developers onboard faster.

Momo Panda

IBM watsonx AssistantIBMClaude Code

Sira-CLI

Sira is an open-source AI-friendly scaffolding CLI that generates production-ready projects with preconfigured AI context files, smart stack recommendations via watsonx.ai, and instant setup for tools like Claude, Cursor, and IBM Bob.

Lumis

AI Codebase Autopilot

AI Codebase Autopilot is an AI platform that turns any GitHub or ZIP codebase into an interactive visual dashboard that explains architecture, flows, and logic in minutes

The goat

IBMChatGPT

docGenius Suite

AI-powered document analysis suite that transforms PDFs, DOCX and reports into institutional-grade Word briefs and McKinsey-style PowerPoint decks — purpose-built for consultants, auditors and financial services professionals.

finSuite

IBMGemini 3 FlashAnthropic Claude

Clinical AI

Clinical AI Platform with Symptom Analyzer is a healthcare dashboard application featuring an AI-powered symptom analysis system that identifies skin conditions using BioMedCLIP and AI assistant whose responses are grounded with patient disease.

Skuad Bayi Jahat

AI/ML APIHuggingFace HubQwen3

Jumpr

An AI-powered robotics intelligence platform that analyzes existing repositories and generates complete hardware projects from plain English using IBM watsonx.ai.

Giga Vector

AntigravityIBMwatsonx.ai+1

Nexus

Nexus uses IBM Bob's full-repo context to extract Decision Provenance Records, builds a semantic Causal Temporal Graph in Neo4j, monitors assumption decay via blast-radius scoring, and surfaces org knowledge risk before it becomes an incident.

HouseOfCoders

Vercelrest apiOpus+6

Conduit

Conduit translates your voice in real time across 8 languages during meetings, playing back in your own cloned voice through a virtual microphone — while captioning whatever the other person says above your taskbar.

datamaximalists

IBM watsonx AssistantAntigravityAnthropic Claude+2

BobGuard DevFlow

Repository-aware delivery command center powered by IBM Bob that turns bugs, features, refactors, security reviews, and performance issues into structured engineering delivery packages.

Slash

IBMIBM watsonx AssistantGenerative AI Studio+1

CodeFlow AI

AI-powered development platform leveraging IBM Bob to analyze repositories, explain code, generate documentation & tests, and provide intelligent assistance. Connect via GitHub, upload, or Git URL. Built with React, Node.js & MongoDB.

AKR

MongoDBAI/ML APIChatGPT+1

RepoMind AI

RepoMind AI is an AI-powered repository intelligence platform using IBM Bob to help developers understand codebases, explain project architecture, generate documentation, and accelerate onboarding workflows faster.

Sandalwood Coders

AI/ML APIGroqkiro+1

MissionForge

MissionForge is a CLI-first harness and Bob Skill that turns refactors into scoped, measurable missions. Bob handles code reasoning, while MissionForge tracks scope, baselines, validation gates, reports, and reviewable evidence.

Amalgam

Claude CodeCodexAntigravity

AlphaAudit

AI-powered strategy IDE that catches the invisible bugs in quant code — look-ahead bias, overfitting, bad Sharpe math — before they cost you real money.

NullSignal

GroqAntigravityAnthropic Claude+4

Context_Drop

Context Drop is an AI-powered repository intelligence platform that analyzes codebases, generates architecture insights, explains system flows, and assists teams with onboarding, ticket analysis, PR reviews, and developer handoffs.

Octave

GPT-5IBM watsonx AssistantAntigravity+1

StackForge

Stop vibe coding. StackForge lets developers snap together architectural blocks (Front-end, Auth, DB) into a visual blueprint. IBM Bob Shell reads this graph to instantly generate repo-ready code that respects your strict constraints.

Fork Yeah

IBM watsonx AssistantIBMwatsonx.ai

Aviexa

Aviexa.exe is a smart tool that checks your PyTorch models while they train to catch common headaches like crashing code, broken shapes, or exploding numbers.

Aviexa

CodexAntigravityIBM

RepoExplainer

RepoExplainer uses GPT-4, React 19, & pgvector to analyze GitHub repos. It instantly maps architecture, tracks technical debt, generates docs, and offers a chat interface for seamless code onboarding

URMeowed

Gemini AIIBM

Smart PR Review Assistant - IBM Bob

An AI-powered code review tool built with IBM Bob that automatically detects missing documentation and test coverage in Python projects before pull requests are merged, saving developer time.

Deep Thinkers

IBMClaude Code

AI Student helper

AI Student Helper is an intelligent academic assistant designed to help students study smarter. It offers features like AI-powered summarization, study history tracking, secure user authentication, and personalized academic support using modern AI models.

TeamBytes

AI StudioAssistants API

Bob's Twin

Bob's Twin proves AI-migrated Python code didn't break behavior. bump-pydantic fixes 80% of v1→v2 syntax — Bob's Twin catches the silent 20% (Enum, Decimal, validator drift) via record-replay and hash-chained audit. EU AI Act Article 12 ready.

Agentic@ClaudeOpus

AI/ML APIClaude CodeAgentOps

OpsDNA

AI-Powered inter-tool orchestration and analytics hub for enterprise companies.

RUG Tech

IBMGemini 3 FlashVercel

Aisly

Aisly is a platform designed for stores that value their customers and shoppers that value their time. It instantly locates any item on the shelf, optimizes your route across your entire shopping list, and guides you seamlessly from entrance to checkout.

Bob The Best Builders

IBM GraniteIBM watsonx AssistantStreamlit+1

CodeClimate: AI-Powered Tech-Debt Command Center

CodeClimate transforms technical debt into financial KPIs. Using a hybrid engine of heuristics and IBM Watsonx (Granite-34B), it provides deep semantic audits and modernization roadmaps, all verified by an enterprise-grade IBM Bob architectural review.

The Akatsuki

BobGuard - AI-Powered Vulnerability Remediation

BobGuard is an AI-powered code security auditor that scans repositories for vulnerabilities, maps findings to OWASP categories, and uses IBM Bob to explain risk and generate actionable remediation guidance.

CyberPunk Edgerunners

rest apiVercel

Wayfinder

Wayfinder turns any GitHub repo into a self-teaching onboarding system. Paste a URL and your role; IBM Bob agents read the full codebase and git history to produce a curriculum, architecture guide, tribal knowledge atlas, and cited Q&A.

TheSeven

IBM Granitewatsonx.aiIBM

AGA - Architecture Governance Agent

Google Maps for software architecture. AGA visualizes your codebase as an interactive dependency graph, uses AI to answer architecture questions, and shows impact analysis for changes. Onboard developers 10x faster

Tombstone

IBM watsonx AssistantIBM Granite

App Architect Studio

An AI-powered design-to-code workspace that converts UI screenshots into production-ready React components. Integrated with IBM Bob

Team16

RepoSense: Instant Codebase Insights

RepoSense is an intelligent tool that instantly maps out any GitHub codebase, analyzes the blast radius of file changes, and generates custom onboarding guides.

ai b2b saas

rest api

RepoRadar - Onboarding Assistant

AI-powered on-boarding accelerator that analyzes codebases, maps architecture and workflows, and generates actionable documentation and graphs for new developers.

Neural Nomads

IBM watsonx AssistantIBMOpenAI+2

CodeGuardian.AI

CodeGuardian.AI is an AI-powered SDLC platform that modernizes legacy code, detects vulnerabilities, generates edge-case tests, and visualizes architecture using IBM Bob MCP - helping developers build faster, safer, and smarter.

Neural Nachos

Anthropic ClaudeCloudflare Workers AIGPT-4+1

SpecFirst

SpecFirst is a deterministic validation pipeline that intercepts AI-generated UI components and enforces accessibility standards before production, hence preventing LLMs from hallucinating ARIA tags and protecting enterprises from compliance lawsuits.

Aurascripters

Claude CodeIBM

BCBob

BCBob is an AI-powered security fixer built on IBM Bob that automatically scans, audits, and remediates vulnerabilities in AI-generated apps. It provides system-wide patching and sandbox verification to secure rapid "vibe-coded" projects at scale.

Got Your Back(end)

SupBuddy Supply-chain management App

A full stack supply chain management application for shipment monitoring, real time updates and IBM watsonx AI Agent powered exception analysis.

Arctic_monkey

IBM watsonx AssistantIBMIBM Granite+9

CancerLens AI — Cancer Detection AI

AI-powered cancer detection platform built entirely with IBM Bob. Upload any medical scan and get a complete clinical report with cancer staging, survival statistics, and specialist recommendations in seconds — not weeks.

Noxis

AI/ML APIYi-LLMSIBM+3

BobBridge: AI-Powered Mock API & Code Generator

BobBridge transforms natural language prompts into live mock API endpoints and framework-specific code scaffolds using IBM watsonx.ai. Designed for rapid prototyping, it generates contracts and provides a seamless handoff to IBM Bob for implementation.

AI Adi with BOB

TimeMachine

TimeMachine is a developer tool that turns Git history into AI-powered narratives. It lets users explore how any function evolved over time, revealing the reasoning behind code changes across multiple programming languages.

TimeMachine

IBMIBM watsonx Assistantrest api

IBM BOB RepoPilot

BM BOB RepoPilot is an AI-powered repository assistant that analyzes codebases, explains files, answers developer questions, and helps teams understand, debug, and improve projects faster.

IBM BOB RepoPilot

IBM Granitewatsonx.aiStreamlit

Boogle - AI-Powered Security Analyst System

AI-powered security analyst that detects vulnerabilities, correlates multi-vector attacks, and generates actionable fixes with security tests. Combines static analysis, runtime monitoring, and intelligent reasoning to prevent data breaches.

Tofu

ChatGPTIBM watsonx AssistantMongoDB+2

DevDocs AI - Intelligent Code Documentation System

AI-powered developer tool for automated documentation, code understanding, and workflow optimization

Team lottie

watsonx.aiAI/ML APIIBM

Sprint-to-Code Pipeline

AIpowered developer assistant that converts software tickets into draft GitHub PRs

Nitya Tomar

PineconeLangChainLlamaIndex+1

Seenior

Transform any GitHub repository into comprehensive onboarding materials with AI-powered analysis, interactive diagrams, and educational quizzes.

Space cats

Gemini AIIBMVercel+1

AstroAudit

AstroAudit is an AI-powered spacecraft telemetry anomaly detector that uses FFT spectral analysis to catch mission-critical events invisible to time-domain monitoring, classified in real time by IBM Watsonx AI.

Astrophage AI

Anthropic ClaudeIBMGemini 3 pro

Imagr - AI-powered prompt

Imagr is an AI-powered prompt compiler that transforms rough image ideas into structured, weighted, model-ready prompts. It analyzes intent, assigns token weights, generates negative prompts, and adapts output for Stable Diffusion, Flux, and GPT Image.

DOMinator

Claude CodeCodexCursor+6

Spec-to-Ship

Spec-to-Ship converts plain-English software feature requests into structured engineering tasks and automated GitHub pull requests using IBM Bob IDE, watsonx Orchestrate agents, 7 GitHub API automation. Demo: https://spec-to-ship-pied.vercel.app/

Spec-to-Ship

IBM watsonx Assistantrest apiAgentOps+1

FORGE — AI Security Policy Generator for LLMs

FORGE scans LLM repos with IBM Bob (IDE + Shell), maps OWASP LLM Top 10 2025 (incl. LLM07 System Prompt Leakage) to Lobster Trap YAML policies, writes SHA-256 BobShell audit chains. 95/95 tests PASS. 3 Bob IDE + 5 Bob Shell tasks. MIT.

FORGE

IBMIBM watsonx Assistantwatsonx.ai+3

CODEQUAKE

AI-powered architectural instability detection using IBM Bob's repository-wide reasoning to visualize software shockwaves, prevent $80K+ incidents, and turn 4-hour reviews into 15-minute analyses with 94% confidence.

RumblingEXE

Anthropic ClaudeChatGPTClaude Code+4

BobOpenSource

AI-powered developer toolset designed to streamline open-source contributions.

bobopensource

RepoMedic - AI Technical Debt Copilot

RepoMedic uses IBM Bob to diagnose technical debt, rank critical hotspots, generate safe modernization plans, and implement fixes with tests. Built using Ask, Plan, and Code modes.

CodeRx

ChatGPT

Bob the BuilderAI

Bob the BuilderAI uses IBM Bob to transform legacy business logic into production-ready microservices with automated analysis, code generation, testing, documentation, and deployment workflows in minutes instead of weeks.

Bob the BuilderAI

IBMClaude CodeIBM watsonx Assistant

Locci Box

Every agent deserves its own box. Locci Box is a secure code execution API that gives every developer, team, and AI agent their own hardware-isolated microVM on demand, in milliseconds.

Locci Box

Deploy AI - Infrastructure Code Generator

Generate production-ready infrastructure code from plain English descriptions using Anthropic Claude

Bit&Byte

AI/ML APIIBMIBM watsonx Assistant+2

Code Translator

Making code accessible to every role in the org from product managers, QA, documentation to Customer Support.

AI-008

IBMGPT-3.5Gemini AI

Bob Watcher (BOB Mistake Learner)

A persistent memory layer for IBM Bob that learns from every correction your team makes — so Bob never repeats the same mistake twice.

SpongeBob SquarePants

Rosetta — AI Database Onboarding Tool

Rosetta connects to any SQL Server or SQLite database, inspects its schema, and uses Llama 3.1 AI to instantly generate interactive onboarding documentation — so new developers understand an unfamiliar database in under an hour instead of a week.

Belvenar Analytics

Llama 3.1StreamlitClaude Code+1

TAPES (Transition Ai Patches Enforcement Systems)

TAPES wraps IBM BobShell (Granite-13b) in a 5-stage governed pipeline: intent → frozen contract → retrieval-shaped context → adversarial patch validation →sandboxed execution. 81% token reduction, 100% protected file safety across 8 adversarial scenarios.

Tapes

IBM watsonx AssistantAntigravityClaude Code+3

CodePulse AI

CodePulse AI transforms GitHub repositories into interactive AI-powered visual systems — featuring architecture analysis, dependency graphs, technical debt heatmaps, and instant onboarding roadmaps.

Syntax-Error

AXON — Live AI Desktop Agent

An agentic cursor that sees your screen live, understands your goal, and moves the cursor autonomously until the task is complete. Just like Copilot helps you code, AXON helps you operate your entire computer.

Merge conflicts

IBMQwen3Qwen3-VL+4

DevAgents : AI Agents for Developer

DevAgents is a clean, web platform where you can run AI agents directly in your browser. No sign-up. No backend. No data collection. Just paste your API key and go.

Doodles

AI StudioAnthropic ClaudeAntigravity+5

amneAI — A Cure for Codebase Amnesia

amneAI uses IBM Bob Shell to turn any GitHub repo into a plain-English codebase guide for your future self. Built for vibe coders who ship fast with AI but can't explain their own code the next day. Made of Bob, by Bob, for Bob.

la-farr

IBM watsonx AssistantIBMIBM Granite+1

Bug2PR: Autonomous Bug-to-PR Pipeline

An autonomous bug-to-PR pipeline powered by 8 AI agents and IBM Bob that transforms stack traces into tested GitHub pull requests in 60 seconds - a 300x speedup over manual debugging.

Nayana AI

LangChainGroqGemini AI+1

CodeOnboard MCP

CodeOnboard is an MCP server that turns any GitHub repository into an AI-powered developer onboarding guide with architecture, setup, key modules, and first-week tasks, generated in seconds using IBM Watson.

Codeonboard

VoiceLens (AI Speech Confidence Coach)

VoiceLens is an AI-powered speech confidence coach that records your voice, transcribes it live, and delivers a detailed analysis of fluency, filler words, pace, clarity, and whether you should seek therapy.

Malhar

Anthropic ClaudeIBMOpenAI+1

CodeAtlas

CodeAtlas is an AI-native developer intelligence platform that transforms GitHub repositories into semantic knowledge graphs with graph-aware RAG, repository intelligence, blast radius analysis, AI onboarding, and conversational code understanding.

Raj && Bob

AgentOpsAI/ML APIAI Studio+16

MeetIQ

MeetIQ is an AI-powered meeting intelligence platform that converts meeting audio into searchable transcripts, AI-generated summaries, action items, speaker recognition insights, and chatbot-assisted knowledge retrieval.

SemiColon

AgentOpsAI/ML APIChatGPT+14

OrkestrAI: Autonomous Project Orchestrator

OrkestrAI is a multi-agent AI platform that accelerates hackathons. It uses 6 specialized AI agents working sequentially to autonomously plan, architect, and generate a complete project codebase and pitch materials in under 90 seconds.

MeraCode

IBMGroqGemini AI+1

Qrew — Your AI Founding Team

Qrew gives solo founders a complete AI team. Describe your startup idea and 5 specialized agents — Alex, Sam, Jordan, Morgan, and Riley — research, strategize, design, build, and deploy your company in one session. Built with IBM Bob.

Qrew

IBMAnthropic ClaudeAssistants API+2

SkillForge — Bob Skills Generator

SkillForge turns any public GitHub repo into a complete IBM Bob Skills package in 60 seconds. Paste a URL, get 4 skill files with real patterns from your actual codebase. Drop into .bob/skills/ and Bob codes like your team.

Tehc

bob-onboard: Research Code Onboarding Specialist

A custom IBM Bob mode that transforms Bob into a research code onboarding specialist. Drop the config into any Python research codebase and Bob produces architecture maps, setup guides, and stub detection in minutes, not weeks.

bob-onboard

LegacyLift — AI-Powered Legacy COBOL to Modern App

Legacy COBOL Payroll Modernized: AI-powered transformation of a 1980s payroll system into a modern full-stack web application using IBM Bob.

TheLastDev

IBM watsonx AssistantIBMGemini 3 pro+1

DailyPlus AI

DailyPlus AI is an intelligent data-driven assistant that automates task management, tracks productivity metrics, and delivers personalized daily insights to optimize routine workflows.

Master_of_puppet

Leadstack

Dead simple customer relationship manager with AI lead sourcing

megabobatron

IBMGroqrest api

Sandbox — Castles Crumble. Fix Them First.

404

watsonx.aiClaude CodeChatGPT+1

AI Repo Interpreter

AI Repo Interpreter is an IBM-Bob-powered onboarding tool that helps developers quickly understand unfamiliar codebases through repository analysis, generated insights, and AI-powered Q&A.

Boba

Claude CodeIBM watsonx AssistantIBM+5

RepoMind

RepoMind is a modern repository intelligence dashboard built with the help of IBM Bob to simplify repository analysis, visualize project architecture, and improve developer productivity through actionable repository insights.

zenith_bros

ChatGPT

FastReports

FastReports is an automated data analysis pipeline that transforms any raw dataset into a complete analysis for profiling, cleaning, statistics, visualizations, and a self-contained HTML report, in under a second, with IBM Bob integrated at every phase.

FastReport

IBMAI/ML APIGenerative Agents+1

Secure Code

Secure Bob AI is an AI-powered DevSecOps assistant that scans repositories, detects vulnerabilities and secret leaks, reviews pull requests, and explains security risks using IBM watsonx.ai and Granite foundation models.

NeuroStack

ChatGPTAntigravityIBM+1

LitraDesa

LitraDesa is a hybrid physical-digital village library management system or rural Indonesia. This is NOT a typical digital library - physical books remain primary, with technology reducing friction rather than replacing the physical experience.

Germa

IBMAntigravityAnthropic Claude

Pr-surgeon

PR Surgeon uses repository-aware AI (IBM Bob & watsonx) to decompose massive, unreviewable Pull Requests into small, mergeable sub-PRs. It builds a dependency graph to ensure safe, logical code splits, unblocking enterprise engineering workflows.

Dievalivann

IBM Granitewatsonx.airest api+1

Sanjy AI

Sanjy AI is an AI-native repository intelligence platform powered by IBM Bob that transforms complex codebases into interactive knowledge maps with AI-driven architecture analysis, modernization insights, and developer onboarding workflows.

Sanjy ai

AI/ML APIIBMOpenAI

NullRift UI

NullRift is an intelligent engine for front-end developers that instantly transforms text prompts into ready-to-use React/TypeScript interfaces. The platform shortens the path from idea to production code, completely bypassing the Figma stage.

NULLRIFT

Bob Devops Autopilot

Bob Devops Autopilot is an Enterprise-Grade AI SRE embedded in your IDE. Powered by IBM Bob, it uses a Master Blueprint to automate CI/CD pipelines, enforce Git standards, inject Slack health checks, and generate impact reports.

KeepAlive

Claude CodeCursorAnthropic Claude+1

Bob’s Compliance Guardian

A high-velocity compliance audit platform built entirely by a solo developer inside IBM Bob, demonstrating how Bob's full repository context can compress months of complex security engineering into a 48-hour sprint

MITGH

ElevenLabsOpenAIIBM

Praxis

Every time you switch AI coding assistants, you re-teach it your conventions. Praxis stops that. One Bob mode generates idiomatic configuration for Bob, Claude Code, and Cursor — so your methodology travels with the project, not your head.

Simplicity

BobSkills Hub

The missing layer for IBM Bob — browse, preview live with watsonx.ai, and install production-ready Bob Skills. Stop writing prompts from scratch, find the skill, ship the feature.

DevForgeNG

IBMwatsonx.aiIBM watsonx Assistant

AstroBob: Self-Teaching Memory for AI Agents

AI coding agents forget everything between sessions. AstroBob fixes that — an open MCP memory layer on AstraDB that gives any agent persistent, self-teaching memory. Agents remember decisions, recall patterns, and write their own skills over time.

abo1vz

Threadline

AI-powered engineering context and incident intelligence workspace for software teams.

404 Logic Found

OpenAIIBMGPT-5+2

MediFlow OS

MediFlow OS is a Unified Intelligent Healthcare Infrastructure that connects patients, doctors, and administrators through one seamless AI-powered ecosystem.

Arcane

AI/ML APIChatGPTClaude Code+3

Ingestalt

A local-first spatial documentation engine that transforms your codebase's Markdown files into an interactive canvas.

DLDMASTERS

CursorAntigravityIBM

ContractIQ AI - Intelligent Contract Risk Analyzer

ContractIQ AI is an AI-powered contract analysis platform that instantly reads legal documents, detects risky clauses, highlights financial and legal risks, summarizes content, and provides smart suggestions to improve contracts for safer decision-making.

CodeNova AI

AI/ML APIChatGPTAssistants API

Legacy Code Surgeon AI

AI-powered platform that automatically migrates Django projects to FastAPI using IBM Bob AI with smart framework detection, migration planning, real-time tracking, validation, and downloadable production-ready code.

Rising Stars

IBMrest api

CodeXplain AI

"An AI-powered code analyzer using IBM Watson Bob that explains code, detects issues, and suggests fixes instantly."

Team Explorer

AI/ML APIIBM watsonx Assistant

MeetMesh

An AI orchestrator turning meetings into production. With directory access, it codes features, drafts emails, and creates docs in real-time. Using zero-latency RAG, it executes tasks so that when the call ends, the work is already complete.

Mai Kya Laadle

Anthropic ClaudeCodexIBM+2

Triage Bob

Triage Agent Bob is a lightweight prototype for real-time on-call triage. It turns a raw production alert into a first-response brief, remembers investigation context across open incidents, and generates an end-of-shift handoff in one click.

Ni_Nao_Dot_JSON

AVA - Agentic VISA Assistant

A multi-agent system built using IBM Bob and watsonx.ai to orchestrate flight verification and compile visa-ready documentation.

Bob-The-Builder

Llama 3IBMwatsonx.ai+1

E-Bench Ai Assistant Based on Indian Legal System

E-Bench is an AI-powered legal platform for Indian citizens offering AI legal help, lawyer consultations, document analysis, legal forums, and learning modules to simplify laws and make legal support affordable, accessible, and easy to understand.

TeamPie

AntigravityAnthropic ClaudeAuto-GPT+4

HitScan

A lightweight, single-use demo tool that analyzes code snippets and entire GitHub repositories for dead code, security vulnerabilities, and optimization opportunities. Built for hackathon presentation with Python/FastAPI backend and minimal web UI.

Momos Bizarre Coding

Gemini 3 proIBM

BeeKeeper

Bee-Keeper transforms IBM Bob into an enterprise forensic intelligence platform for legacy systems using MCP-powered workflows, ABEND correlation, orchestration agents, and operational blast-radius analysis to reduce mainframe incident recovery.

Suyog Sonawane

IBMIBM watsonx Assistantwatsonx.ai

Notes-to-Action Task Synthesizer

NATS: AI engine translating meeting notes into structured, context-aware tasks for IBM Bob autonomous code changes using Fireworks AI, Watsonx, & GitHub.

kahit ano pre

Gemini 3 proGemini 3 FlashIBM Granite+4

CodePilot-AI

CodePilot AI is an AI-powered developer intelligence workspace that helps teams analyze repositories, automate documentation, streamline onboarding, and improve debugging workflows through a modern AI-assisted development experience.

Undefined Behavior

IBMChatGPT

Vortex Project Management System

Vortex is an AI-powered project management platform built with Django, featuring AI task generation, smart workload balancing, Kanban boards, burndown analytics, deadline alerts, and team collaboration tools for agile teams and hackathons.

Vortexx

AI StudioChatGPTClaude Code

BobArchitecLegacyLens

BobArchitecLegacyLens transforms legacy code into clean architecture in seconds using IBM watsonx.ai. Upload Java, PHP, Python or COBOL to get ER diagrams, SQL schemas, modern TypeScript, and exportable scaffoldin

Proposite

AntigravityClaude CodeGemini 3 pro+5

Meal Planner

A comprehensive web application that generates personalized daily meals (breakfast, lunch, dinner) using AI, tracks nutritional intake, manages ingredient inventory, and provides grocery alerts.

Splay

LangChainMistral AI

AI powered stock analysis platform

An AI-powered stock analysis platform featuring a real time live dashboard, sentiment driven news feed, and Prophet based price forecasting that gives investors a data driven edge in the market.

Pair Programming Intelligence

ChatGPTReinforcement LearningStreamlit+1

Project Starter-kit

Every developer knows the blank-screen moment. Project Starter-kit answers it in 2 minutes — describe your idea, get back a complete project blueprint with stack, structure, and setup. Built with Bob.

Techspire

IBM watsonx AssistantIBMAnthropic Claude

Legacy Whisperer

AI-powered modernization tool that analyzes legacy codebases and transforms them into clean, modern code using IBM Bob and watsonx.ai. Upload any repo via GitHub URL, ZIP, or local path and get a refactored version with full documentation in minutes.

Legacy Whisperer

watsonx.aiIBM Granite

Overcode: a calm signal for your workspace

A native desktop hub that unifies local Git, GitHub, and GitLab into one operator workspace, with watsonx.ai Granite turning that state into commits, briefs, PR reviews, and impact summaries on demand.

Overcode

IBM watsonx AssistantIBM GraniteAnthropic Claude+2

BobCI — AI-Powered PR Intelligence System

BobCI deploys 7 specialized AI agents powered by IBM Bob and watsonx.ai to autonomously review pull requests — detecting security vulnerabilities, predicting failures, generating tests, and mentoring junior developers in under 6 seconds.

SoloLeveling

IBM Granitewatsonx.aiIBM watsonx Assistant+2

Project Ripple

A predictive analysis tool that forecasts and maps the system-wide impact of code modifications in a repository before changes are committed.

The Ripple Effect

IBMStreamlit

Bob Ripple

PR Impact Analysis: Paste any GitHub PR → see risk score, affected files, tests to update, stale docs before merging Repo Health Scan: 3 recommendations, untested modules, A-D grade IBM Bob powered.

Cylipso

Gemini AIVercel

Saync — The contract layer for software

Local-first QA for React. Write what each component should do — right next to the code. A Playwright agent verifies every promise; a Sentry-style dashboard catches what breaks. One npm install. No SaaS. No signup. No telemetry.

TwiAI

IBMIBM watsonx Assistantwatsonx.ai

Curious Bob

AI-Powered Repository Analysis & Engineering Ticket Generator

ducson

Gemini 3 Flash

LegacyLink AI

LegacyLink AI converts messy legacy SQL schemas into clean SQLAlchemy ORM projects with tests and reports. Built with IBM Bob, watsonx.ai, Streamlit, PostgreSQL audit logging, and MCP for AI-assisted enterprise modernization.

Try-Tri-Hard

IBM watsonx AssistantIBM GraniteIBM+2

NeuroCode AI

NeuroCode AI is an AI-powered repository intelligence platform that analyzes GitHub repositories, detects frameworks, understands project architecture, and accelerates AI/ML research workflows through intelligent repository analysis.

YaseenAli_ML

IBMrest apiIBM watsonx Assistant

BobGuard

BobGuard is an AI-powered Git workflow guard built with IBM Bob that automatically scans for secret leaks, generates meaningful commit messages using watsonx.ai, and intelligently merges code without losing any function.

Kaideang Phanmai

IBM watsonx Assistantwatsonx.aiIBM Granite

Insignia - Know your engineers

Insignia analyzes GitHub pull requests using watsonx.ai Granite models to generate AI-powered developer assessments — scored across code quality, project fit, and delivery signals — with trend graphs and admin-configurable profiles.

PRHCKRS

IBM GraniteIBM watsonx AssistantAI/ML API+4

InsurancePortal — Life Insurance Agency Hub

A life insurance agency portal built with IBM Bob as the primary development partner — featuring a full-stack claim management system, IBM Granite-powered bilingual performance dashboard, offline PWA, and i18n support, all shipped in 48 hours.

Carlsson Studio

DevFlow AI: IBM Bob Repository Assistant

DevFlow AI is an IBM Bob-powered workspace that downloads GitHub repositories, opens them locally, analyzes project structure, and answers repo-specific questions through Ollama models.

AlgoMind

Codexrest apiIBM

QUORUM: AI Architecture Tribunal

QUORUM is an adversarial AI tribunal where 7 IBM Bob agents debate software architecture decisions using real code evidence, git history, risk analysis, and auditable ADRs.

QUORUM

AgentOpsAssistants APIGemini AI+4

DevOnboard Intelligent Onboarding Copilot

Multi-agent AI system that compresses 3–6 months of developer onboarding into 2–3 weeks with live architectural maps, risk-scored change analysis, and auto-synced documentation. Built with IBM Bob.

AI avengers

RepoMind AI

RepoMind AI uses IBM Bob to understand, document, test, and improve a real-time financial backend built with Kafka, CQRS, and Drools, reducing onboarding effort and accelerating development in complex distributed systems.

RepoMind AI

ChatGPTIBM

DevOps AutoPilot

DevOps Autopilot is a multi-agent AI system that automates the toil of incident triage, PR review, runbook generation, and release documentation, with human-in-the-loop approval cutting manual DevOps work by 60-70% across engineering teams.

Megaminds

IBMQwen3Redis+2

DevSpark

An automated, brutal AI Tech Lead that roasts messy code and locks the optimized refactor behind an Active Reflection Lock, forcing developers to understand their security flaws and anti-patterns before unlocking the solution.

DevSpark

IBM watsonx AssistantIBM Granitewatsonx.ai

Loopr

Loopr is a recursive AI agent that generates tests, runs them, fixes failures, and learns from every execution. Built end-to-end with IBM watsonx.ai Granite and IBM Bob — it demonstrates its own premise.

Capybarriors

Retain AI

Transform gameplay telemetry into actionable retention, monetization, and LiveOps insights. Upload any gameplay CSV and get AI-generated churn risks, friction points, revenue opportunities, and event recommendations in seconds.

PulseForge

PathPilot-AI

An AI career roadmap generator for the IBM Bob Hackathon. Users enter goals, timeline, availability, and preferences to get a personalized path with resources, projects, and resume-ready milestones.

Starrzstruck

IBMIBM GraniteChatGPT+1

Nexus-IntelliBob

NEXUS IntelliBob predicts software outages before they happen by combining repository intelligence, blast radius simulation, incident DNA learning, and AI-powered pre-mortem analysis into one cinematic reliability platform.

S S PRAJWALA

IBMMongoDBVercel

RepoMind - AI Codebase Intelligence Assistant

RepoMind is an AI-powered codebase assistant that analyzes GitHub repositories, explains code, generates docs and tests, detects risks, and visualizes architecture using IBM Bob AI to help developers understand projects faster.

Null Terminators

AntigravityOpenAI

POBE productivity

Pobe is an efficience and productivity web app that helps you maintain your focus during important tasks using the pomodoro method.

Rapazes da PUCSP

Claude CodeAgentOpsAnthropic Claude+1

Verdict: 1st code reviewer that doesn't use an LLM

AI agents write diffs that pass tests but hide dead code, hallucinated APIs, and vacuous assertions. Verdict catches them 7 static + dynamic checks, one PASS/SUSPICIOUS/LIED scorecard. Ships as CLI, MCP server, Bob Verifier mode, VS Code tab, and CI gate.

VC-Lab

Boby | Ai-powered widget

Boby is a floating AI widget always on your screen. One click — your codebase becomes a visual map. See dependencies, predict impact, guard every push, prevent merge conflicts. Graphical. Instant. Built with IBM Bob and watsonx.ai.

Olympus-CTN

IBM GraniteIBMIBM watsonx Assistant+6

Atlas

Kraken InkIBM GraniteIBM watsonx Assistant+2

FirstPR Academy

FirstPR Academy is a Bob-powered developer onboarding platform that transforms unfamiliar repositories into beginner-friendly first contribution opportunities.

Eripookas

GroqOpenAIIBM

DanaWhisper Intelligent RealTime Meeting Assistant

Dana Whisper is an AI-powered real-time meeting assistant that transcribes conversations and provides contextual guidance during meetings. IBM BOB helped us design a scalable multi-agent architecture powered by Watson and watsonx.ai.

VINAGRE

Application Maker Engine

IBM Bob App Engine is an AI-powered rapid prototyping tool using IBM watsonx.ai. Built with React & TypeScript, it features a canvas UI, AI chat code gen, Monaco Editor, live sandboxed previews, templates, and multi-format project exports.

HCMUTE Newbie

CodeGuard

AI-powered security audit tool that analyzes GitHub repositories for vulnerabilities including hardcoded secrets, SQL injection, missing auth, and exposed routes. Built with IBM Bob.

Glitch Factory FX

IBMAgentOpsGenerative Agents+3

OnboardOps: A Custom Bob Mode for Repo Onboarding

OnboardOps adds a custom IBM Bob /onboard command and mode that turns any repo into a live onboarding flow with repo maps, practice questions, certification, and a first-PR path.

Bob the Boarder

Cloudshift Radar

CloudShift Radar uses IBM Bob AI and static code analysis to detect cloud migration blockers before deployment, giving teams readiness scores, feature impact insights, and actionable migration plans.

Red Ant

IBMCodex

Agrishop-pro-Bringing a Business Into Digital Age

Agrishop-pro is the platform I built to help family business and farmers - step into the digital world without losing any of that warmth. It gives farmers a personal dashboard to manage their equipment and orders. Rooted in family. Designed for farmers.

RootStack

watsonx.aiMongoDB

HVAC AI Assistant

24/7 AI powered HVAC customer service chatbot built with IBM Bob. Handles diagnostics, maintenance, pricing, lead capture, and scheduling deployed live for a real South Florida HVAC client.

DelCasBOT

IBMAnthropic Claude

RepoQuest: First PR Simulator

RepoQuest helps new developers understand unfamiliar GitHub repositories faster by turning them into guided onboarding missions, mentor-style hints, test suggestions, and beginner-safe first PR recommendations powered by IBM Bob and watsonx.

Worldwide

IBM Granitewatsonx.aiIBM+4

Bob Pipeline Doctor

Bob Pipeline Doctor turns CI/CD failures into safe, repo-aware remediation plans using IBM Bob, a local read-only MCP flow, and a developer-focused dashboard.

Pipeline Doctors

AntigravityChatGPTClaude Code+2

CodeSentinel by Yousun

CodeSentinel is an IBM Bob-powered codebase intelligence platform that helps developers understand repositories faster, detect risks, generate test/documentation suggestions, predict PR impact, and export release-ready PDF reports.

CodeCatalysts

IBMIBM watsonx AssistantAgentOps+5

DevOnboard AI – Understand Any Codebase Instantly

AI-powered tool that analyzes any GitHub repository and generates onboarding insights, file structure, tech stack, and architecture relationships to help developers understand codebases in seconds instead of hours.

Best of Bob (BOB)

AntigravityAI/ML APIAnthropic Claude+6

RepoPilot-AI

RepoPilot AI is a single-page web application that uses AI to analyze GitHub repositories and provide instant insights into architecture, tech stack, and codebase structure. Get onboarding guides, ask questions about any repository.

RepoPilot AI

GroqIBMClaude Code

AEGIS : SOFTWARE MRI

Software MRI X-rays legacy codebases nobody understands anymore, exposing hidden architecture, blast-radius predictions, tech-debt hotspots, and AI-powered modernization intelligence. Turn decades of tribal knowledge into observable reality.

IIT Kandi

AI/ML APIAnthropic ClaudeIBM+1

Code Health Checker

An AI-powered web tool that analyzes any public GitHub repository for security risks and code quality issues. Built with IBM Bob IDE, it detects hardcoded secrets, missing tests, and code quality problems — sorted by severity.

Code Health Checker

IBM watsonx AssistantStreamlit

FlowFix - AI Runbook Copilot

FlowFix turns failed logs and scripts into structured AI-generated debug runbooks with root cause hypotheses, fix steps, verification checks and reusable troubleshooting notes.

Fovea

GroqLlama 3.2Vercel

DocGen

An AI-powered documentation lifecycle engine built for the IBM Bob Hackathon. Automatically parses Python repositories and compiles ready-to-read markdown assets via a clean Streamlit interface.

DocGen

StockSense | Manufacturing Inventory Intelligence

StockSense analyses your inventory in 5 seconds. Upload 5 ERP files and instantly see what is overstocked, understocked, and what stock your planning system has forgotten about. No installation. No training. Just answers.

House Of Prompters

IBMCodexOpus+1

Devspace Mentor AI

An AI-powered development mentor that turns learners into builders through real-time coding guidance, structured roadmaps, and hands-on project execution bridging the gap between tutorials and real-world software engineering.

Devspace

Assistants APIIBM watsonx AssistantIBM

PixelForge AI

PixelForge AI is a local-first photo editor with AI background removal, smart color palette extraction, and text fitting. Export raw photos or full canvas layouts—built with IBM Bob.

bazza lang

Gemini AIIBMIBM watsonx Assistant

MoodBoard Pro

Evidence-based mental health tracking with therapist dashboard. Built with IBM Bob. 28 research citations, WCAG AAA accessible, HIPAA-compliant. Visual mood tracking proven 23% more effective.

bob-test

Vercel

BobForBot - AI ENGINEER FOR ANY ROBOTICS CODEBASE

IBM Bob reads your robot's mission data, finds the bug, fixes it, and tells you if it's safe to deploy — all in under 60 seconds. Built for ROS2. Works on any robot. Drop in one folder and Bob becomes your AI engineer.

TheAIChampion

IBMGroqStreamlit

Bridgr

Paste any GitHub repository URL and get an instant business report powered by IBM watsonx. No technical knowledge required — built with IBM Bob.

AR SOFTWARE LAB

watsonx.aiIBM

Grasp

Grasp turns any unfamiliar codebase into an interactive map — with AI-generated documentation, visual dependency graphs, and instant Q&A powered by IBM watsonx.ai.

Walker_Penguin

IBM GraniteIBM watsonx AssistantAI/ML API+5

DebugLens — AI Code Validator powered by IBM Bob

DebugLens is an MCP server that plugs into IBM Bob to validate AI-generated code against your real repository. It detects 6 violation types, auto-fixes all issues in one command, and integrates with GitHub Actions CI/CD. Built natively with IBM Bob.

navodayan

FocusFlow AI

AI-powered daily planner that turns your task list into a smart, time-blocked schedule using Llama 3 on Groq. Just dump your tasks, set your energy level, and get a prioritized plan with AI reasoning behind every decision.

TEDON

IBM watsonx AssistantAnthropic Claude

Codebase Time Machine - Know Why Not Just What

odebase Time Machine turns any Git repository into a queryable knowledge base. Ask why code exists, scrub through file history, auto-generate ADRs, and chat with AI-synthesized profiles of past contributors, all powered by IBM Bob.

Hydra

BobSync

BobSync syncs IBM Bob checkpoints across devices instantly. Encrypt with AES-256-GCM, store in GitHub Gists, resume conversations anywhere. No context loss, total privacy.

Sasti Masti

ChatGPT

AUDIAW

AUDIAW is a free and open-source music production software built to make professional audio creation accessible to everyone. It combines recording, editing, mixing, plugins, and live performance tools into one modern and powerful platform.

aloof_garage

Anthropic ClaudeCodexAntigravity+2

SprintShield AI

AI-powered sprint management dashboard that predicts and prevents sprint failures before they happen, featuring real-time risk analysis, team workload optimization, and intelligent recommendations for agile teams.

CubeXploit

AI/ML APIAntigravityChatGPT+8

Bob the SAGE – AI Research Copilot

Bob the SAGE is an AI‑assisted research copilot that turns messy literature searches into structured insights. It builds citation graphs, timelines, and proposal drafts from Semantic Scholar papers using hardened engines, tests, and Bob‑defined skills.

Bob the SAGE

IBMAI/ML APIrest api+2

Decode AI

Decode is an AI-powered web application that decodes any short, unclear feedback or requirement and instantly tells you what it really means, what's missing, and what to do in the next step.

breakers

IBM watsonx AssistantAnthropic Claude

GitReady

GitReady analyzes any GitHub repository using IBM Bob IDE and Watsonx.ai Granite to generate 10 interview questions, code weak spots, a non-technical explanation, and an elevator pitch.

Zayn

IBMIBM GraniteIBM watsonx Assistant+2

SilentWriter AI Architectural Guardian

SilentWriter is an AI guardian powered by IBM Bob & Granite that automatically blocks breaking PRs, enforces architectural rules, and auto-generates agents.md keeping code and docs in sync for humans and AI agents.

SilentWriter Labs

IBM GraniteIBM watsonx AssistantAnthropic Claude+4

Bob The Builder

AI agent using IBM Bob that automatically optimizes CIFAR-100 image classifiers through 30 systematic hyperparameter experiments. Bob discovered Batch Normalization improves accuracy by 4.24%.

Destroyer

AgentOps

CodeAtlas

CodeAtlas is a developer tool that instantly maps GitHub repositories and runs parallel static analysis to uncover dead code, missing tests, and doc gaps. Critical vulnerabilities are enriched with high-speed AI insights which is fixed and reviewed.

OptiFlow

AI/ML APIAntigravityClaude Code+6

Blast Radius Mapper

A VS Code extension that acts as an AI-powered architectural safety net that intercepts local changes, maps dependencies via AST, and uses IBM Bob (Granite) to evaluate semantic risk before a Pull Request.

Random 5 Bois

SpecBaker

SpecBaker is a goal-based specification engine that helps user turn software ideas into implementation-ready specs. It analyze goals, ask questions, capture decisions, and generate specs that IBM Bob or teams can use to build with less ambiguity.

SpecBaker

Gemini 3 FlashAI StudioIBM+2

SolveSphereAI

SolveSphere AI is an AI-powered platform that helps users discover existing solutions, tools, and technologies for real-world problems while transforming unsolved challenges into startup and innovation opportunities.

404 Squad

rest apiVercelMongoDB+2

CircuitSense: AI-Powered EDA Debugging

CircuitSense is an intelligent EDA platform that leverages analog physics to instantly diagnose and fix complex SPICE simulation errors. Engineered with IBM Bob IDE, it features non-destructive versioning and a visual code diff-viewer.

Team WAX

BobInsight

A developer tool that analyzes GitHub repositories and visualizes function-level dependencies as interactive graphs. Built with React Flow and powered by the IBM Bob API for seamless code structure exploration during the IBM Bob Hackathon 2026.

UIA

IBMwatsonx.ai

MoleculeIQ — AI-Powered Drug Discovery Platform

MoleculeIQ uses IBM Bob to build an AI platform that predicts drug candidate efficacy and toxicity from molecular structures in under 1 second — turning weeks of research into instant, plain-English insights for any team.

Team Molecule

IBMAI/ML APIVercel

CodeQuest Bob

CodeQuest Bob transforms unfamiliar repositories into guided growth journeys, using IBM Bob to help developers scan codebases, learn through quests, package a first PR, and track progress in a Developer Passport.

AweSombob

Codex

BobGoblin-AI QA Chaos Goblin

BobGoblin automatically analyzes code changes, generates AI powered regression tests using IBM Bob, executes them with Playwright, and predicts release risk before deployment.

Lollipop

IBM watsonx AssistantChatGPTClaude Code+1

Bob Skills Registry

Bob Skills Registry turns repeat IBM Bob workflows into reusable, installable skills. It validates skill quality and guides developers through multi-step tasks like API test generation and database migrations with consistent, context-aware execution.

Roopal

IBMIBM watsonx AssistantAI/ML API

Air Draw With IBM Bob

Air Draw with IBM Bob is a computer vision project that enables users to draw and write in the air using hand gestures on air. It tracks motion through a webcam and displays the output on a virtual board in real time.

Rugged Vibecoders

AI StudioIBMGemini AI+1

Harmonia

Harmonia turns messy hackathon support chatter into structured engineering tickets and IBM Bob-ready task prompts using synthetic data, clustering, severity scoring, and reviewable ticket generation.

Virtualizalo

ChatGPTIBM

RepoLens: Android Codebase Visualizer

RepoLens Mobile uses IBM Bob to turn Android repository analysis into an interactive Material 3 visualizer for architecture, features, risks, recommendations, action items, and PR readiness.

VeroTeam

ReguFlow Dev Companion

IBM Bob reads the ReguFlow compliance codebase and gives developers 3 tools: Codebase Q&A, auto-generated Compliance Docs, and a Regulatory Gap Checker mapping Nigerian regulations (CAC, AML, FCCPC, NDPR, AI Governance).

Favour Nsikak Eshiet

IBM GraniteAnthropic ClaudeIBM

DocuGen

A SvelteKit-based web application that automates the creation of administrative documents for various activities. Users can select an activity type and fill out a single form, and the system will generate all required documents in *.docx format

ijazah aseli

ChatGPTAnthropic ClaudeIBM+6

TestForge Pro

TestForge Pro scans GitHub repositories, generates Jest tests with live AI, and safely opens PRs using a Bob-assisted workflow to convert untested code into reviewable pull requests.

Codebase Whisperers

BobGuard: Autonomous Regression Agent for IBM Bob

BobGuard is an autonomous QA agent powered by IBM Bob’s Full Repository Context. It eliminates the regression nightmare by mapping code dependencies, predicting ripple effects, and auto-generating targeted integration tests, saving 35% token costs.

Fortis Amare

AntigravityGemini AIAI/ML API+1

AI Software Archaeologist

An AI‑powered SaaS platform that automatically analyses legacy codebases, generates architecture maps, technical‑debt dashboards, AI‑driven documentation, and guided onboarding roadmaps.

SoloBuilder

AI/ML APIAntigravityGemini 3 Flash+1

Lazarus: AI Legacy Code Modernization Engine

Lazarus is an AI-powered remediation dashboard that resurrects legacy code. Driven by an IBM Bob multi-agent swarm, it audits massive repositories, scores OWASP security risks, and auto-refactors vulnerable code into modern TypeScript and Prisma.

Bilel

IBM watsonx AssistantAssistants APICodex+2

Vision Draft

VisionDraft turns scattered requirements into structured proposals, diagrams, plans, and document-aware AI chat. Built with IBM Bob, it uses AI-assisted planning and multi-agent development to speed up software project execution.

We Are Electric

VercelCodexGPT 4o+1

Refinery — IBM Bob's Enforcement Layer

Refinery compiles both programs, injects PIC-derived boundary values, executes them, and compares output. When Bob's change diverges , Refinery corrects it using your estate's compliance history, then re-runs the engine. DORA-compliant, CRO-gated.

Refinery

IBM watsonx AssistantIBM GraniteIBM+6

DevFlow AI

DevFlow AI is an AI-powered developer productivity platform that helps developers generate SQL, debug Python errors, analyze repositories, and visualize analytics through intelligent AI workflows.

Codex_hacker

Claude CodeChatGPTGPT-3+1

Bob The Judge

Bob-native AI advisor for legacy modernization. Analyzes legacy vs. modern banking code at function level, tells you exactly which systems are safe to cut over today, and generates a regulator-grade audit trail in one click.

CyberFalcon

StreamlitIBM GraniteIBM watsonx Assistant+2

Rev BOB - Developer Compact Engine

Rev BOB transforms code analysis into actionable workflows by automatically connecting what the AI discovers with the tools your team already uses—no manual copying, no context switching, just seamless automation from insight to implementation.

rev-bob

AI/ML APIIBM watsonx AssistantIBM Granite

SmartShift: Intelligent Shift Planning with AI

SmartShift uses AI to solve warehouse overload problems. Managers describe issues in plain English, and our CrewAI agents analyze workers using semantic search, delivering optimal recommendations in seconds. Built with IBM Bob as AI partner.

Team diligence

IBMQwen3CrewAI

Code Guard

Code Guard is an IBM Bob Skill that automatically maps every developer's code quality, flags production risks before they ship, and gives engineering leaders a real-time team health dashboard — all synced through Git with zero external tools.

D_05

AI/ML APIAssistants APIClaude Code+11

env-doctor

Never have failed AI/ML workflow runtimes, never experience CUDA hell again. Diagnose ML runtime conflicts, estimate VRAM, and prevent expensive GPU training failures before you build.

snipeart007

watsonx.aiAgentOpsIBM+3

RepoPilot

A GitHub-native AI developer workflow assistant powered by IBM Bob that automates repo summarization, documentation generation, unit test scaffolding, and pull request reviews.

Axion

RosterAI: Workforce Optimization Engine

Finding the right talent for projects is slow and subjective. Roster AI uses IBM watsonx.ai and mathematical optimization to eliminate workforce bottlenecks, instantly matching employee skills to project needs across the entire organization.

Git Happens

LangChainLLaMArest api+5

Agentic Engineering Memory System

An agentic system that turns noisy development activity into durable knowledge (decisions, timelines, incidents). Teams can query their engineering history with exact source traces. Built using IBM Bob as a copilot and IBM watsonx.ai.

StarStruck

LangChainStreamlitIBM watsonx Assistant+1

Architecture Visualizer: Smart Codebase Mapper

Architecture Visualizer is a lightning-fast, full-stack application that dynamically scans and maps out complex project directories into a beautiful, interactive, and collapsible hierarchy tree, helping developers navigate codebases in seconds.

Solo Syntax

Gemini AIAnthropic ClaudeIBM

BugFinderFixer

BugFinderFixer is an AI-powered web app that scans code in many programming languages, detects bugs and security issues, explains errors in simple terms, and generates corrected code for students, developers, educators, and reviewers.

ULTIMATE

AgentOpsIBMAI/ML API

DevSight — AI Codebase Intelligence

DevSight instantly analyzes any public GitHub repository using AI and delivers 6 parallel reports — what it does, its tech stack, security risks, onboarding guide, quickstart commands, and a code quality grade — all in seconds.

ETHIHACK AI

GroqAnthropic Claude

Bob 360: The AI Tech Lead that never sleeps

Bob 360 is an AI guardian watching your full software lifecycle. It detects cascade failures before they happen, cleans dead code safely, translates technical PRs for executives, and traces 3AM server crashes back to the exact commit in seconds.

Dadas Liseyi Numayendeleri

Claude CodeIBM watsonx AssistantIBM+2

RepoSense

Drop in a GitHub repo URL — get full codebase understanding and a 0–100 Risk Score in under 30 seconds, powered by IBM Bob.

LHEBLA TEAM

RepoPilot

RepoPilot is an AI-powered developer onboarding assistant that helps users quickly understand unfamiliar codebases through intelligent analysis, architecture visualization, dependency mapping, and guided learning workflows.

CodeCatalyst

IBMIBM GraniteIBM watsonx Assistant+18

Yasashii Sensei : AI-Powered Japanese Learning

Paste any Japanese text and get an instant AI-powered lesson — vocabulary, grammar, cultural notes, and native pronunciation. Built with IBM Bob as the core development partner across the entire SDLC. Available as a web app and Telegram bot.

ByteShift

watsonx.ai

BlastRadius — PR Impact Analysis

Paste a GitHub PR URL. BlastRadius traces every downstream call chain across your repository, finds uncovered critical paths, generates missing test stubs, and issues a BLOCK or PROCEED verdict in under 30 seconds.

Ghost Commiter

IBM watsonx AssistantIBMIBM Granite+3

Unified AI Ops

Unified AI Ops is an autonomous multi-agent engineering platform that analyzes repositories, modernizes legacy systems, generates architecture and deployment workflows, and accelerates enterprise software delivery using IBM watsonx and IBM BOB.

Warrior_king

IBM watsonx AssistantLangChainRedis+3

ImpactQuest | Smart Coordination AI NGO Dashboard

ImpactQuest provides smart humanitarian coordination through an AI-driven, gamified operational hub. It connects NGOs and volunteers during crises, utilizing real-time map intelligence and IBM Watsonx for rapid, automated resource allocation.

ImpactQuest

watsonx.aiIBMMongoDB+5

VentureFlow AI

Transforming startup ideas into deployable MVPs using autonomous AI agents.

CacheCrew

IBMGemini AIAnthropic Claude

OnboardIQ: AI-Powered Codebase Onboarding

OnboardIQ turns any GitHub repo into an interactive onboarding guide in under 2 minutes. Powered by IBM Bob's agentic codebase analysis, it generates an architecture map, developer checklist and domain glossary, to help faster productivity on codebases.

One and Zero

IBMGPT-4rest api+1

QA-AutoSuite

QA-AutoSuite is an AI-powered QA automation agent that generates deep, polyglot test suites inside VS Code, integrates into CI/CD pipelines, and deploys as an autonomous AI agent via IBM watsonx Orchestrate.

QA-AutoSuite

IBM watsonx AssistantIBM Graniterest api+1

ModularVanilla ERP — Orchestrated by Agentic AI

A zero-framework, ultra-high-performance multi-module ERP (Finance, HR, Manufacturing) built with Vanilla PHP/MySQL and orchestrated via IBM Bob AI. Features rapid, portable deployment for local-first and cloud environments.

newbies

AI/ML APIwatsonx.aiIBM Granite

ULTIMATE FINANCIAL OPERATIONS

ULTIMATE FINANCIAL OPERATIONS futuristic CEO at your reach. Full scale management system with just one click.

prime

Qwen3-Coder

Instant Onboarder

A privacy-first, premium Rust TUI that slashes dev onboarding from weeks to minutes. It uses local file traversal to map repos and triggers Just-In-Time AI insights via IBM watsonx.ai, using an aggressive SHA-256 caching layer to cut token costs.

RepoIntel – Organizational Code Intelligence

Analyze your entire company's GitHub repositories to uncover $100K+ in savings opportunities, developer bus-factor risks, redundant code, and cross-team coordination blindspots — with an interactive ROI calculator and executive-ready PDF reports.

Vlad

AntigravityAnthropic ClaudeChatGPT+4

BobAutoOps - AI Self-Healing Infrastructure

BobAutoOps uses IBM Bob AI to autonomously detect production incidents, analyze full codebase context, identify root causes, generate fixes, create GitHub PRs, and produce postmortem reports — all in under 60 seconds with zero human intervention.

Binary Brains

Memory.dev

A TUI that explains the project to you and help you AI agents work more efficiently.

CHANOM

AI StudioAnthropic ClaudeClaude Code+4

MenuNest: AI Copilot for Food Entrepreneurs

MenuNest helps food entrepreneurs turn a food business idea into a launch-ready plan with menu ideas, pricing, ingredients, marketing content, and checklists using AI.

MenuNest Builders

ChatGPTGemini 3 proIBM watsonx Assistant+3

Multi-Domain-Support

This is multi domain support system which help to solve multiple tickets, reduce hellucination and This is RAG based system.

bob-fight

GroqAnthropic Claude

devchronicle

DevChronicle turns IBM Bob from a stateless coding assistant into a context-aware engineering partner—tracking project decisions, detecting risky changes, and recommending what to build next.

headBangerz

Gemini 3 FlashIBMAntigravity+1

ContextForge

ContextForge is an AI-powered productivity engine that automates the transformation of complex ML repositories into production-ready FastAPI services, complete with containerization and deep architectural insights forged with IBM Bob.

Kzkf dev

Code Theseus

Context-Aware AI Code Generation Agent that keeps interdependency context, enforces code reuse, prevents AI-induced technical debt, and reduces context bloating & token consumption in enterprise codebases.

Knoll

IBMQwen3AI/ML API+5

PR Assistant

PR Assistant helps you understand the context of the repos that you are pulling while working in a team enviroment.

git push force

InsightStream: AI Customer Analytics

InsightStream is an AI-powered customer analytics dashboard that helps businesses understand customer behavior, detect churn risks, segment customers intelligently, and generate actionable insights using interactive visual analytics.

Token Overflow

AI/ML APIAssistants APIDeepSeek V3

BrandIntel: AI-Powered Brand Threat Monitoring

As AI agents flood repos with code, leaked secrets are exploding. BrandIntel scans Pastebin, GitHub, HackerNews, ransomware lists, and breach DBs, using an AI analyst to filter real threats from noise and alert you instantly.

Dev

DevLift AI-Developer Onboarding Accelerator

Paste a GitHub URL or describe your stack , get an instant AI onboarding kit: architecture overview, key components, complexity hotspots, first tasks and a Contribution Readiness Score. Powered by IBM watsonx.ai.

Rohan

IBM watsonx AssistantIBM GraniteLlama 3.1+2

AI Engineering Full-Spectrum SDLC Automation

Transform empty repositories into production-ready applications with comprehensive testing, security hardening, documentation, and CI/CD - all automated by IBM Bob as your senior engineering partner across the entire software development lifecycle.

Ik_Nexus

AI/ML APIAnthropic ClaudeAgentOps+1

AI Interview Stimulator

An end-to-end AI mock interview system that turns your resume into a personalized interview, analyzes your emotions and confidence in real time, and delivers a full report — including why you might get rejected and how to improve.

Devshift

Anthropic ClaudeIBMOpenAI+3

PRISM (Pull Request Intelligent Semantic Monitor)

PRISM is a hackathon project that adds a semantic risk-analysis layer on top of pull requests. The system has three deliverables: a CLI, a FastAPI backend, and a Next.js dashboard. This plan covers only the CLI — the developer-facing entry point.

Tech Cats

IBM watsonx AssistantIBM Granite

DriftGuard

DriftGuard is an open-source AI platform that detects documentation drift, analyzes git diffs, generates intelligent doc updates, and helps engineering teams keep documentation accurate at scale.

SoloCoder

IBMIBM watsonx AssistantIBM Granite

NarrativeOS

NarrativeOS is a cinematic AI-native spatial observability platform for IBM Bob that transforms repositories into interactive architecture maps, governance systems, impact simulations, and AI-guided software intelligence experiences.

Nithish

IBMAntigravityChatGPT+1

Assignment Decoder

Transform vague assignment briefs into actionable Java code checklists, auto-generated stubs, unit tests, and study schedules using IBM Bob's AI.

Prompt & Circumstance

Mistral AIAnthropic ClaudeAntigravity+5

Burbot - CLI API Logic Auditor

Burbot is a persona-driven CLI tool that audits backend API logic for vibecoders and AI-assisted developers, catching the business logic gaps that standard AI development tools miss.

bream design lab

NVIDIAIBM GraniteIBM

Elith

Elith gives any AI model — Claude, Gemini, local LLMs — the same repo-aware intelligence that enterprise tools have natively, through a lightweight skill layer and smart context engine that loads only the files that matter.

Silo HQ

SimuTrader - AI Stock Trading Simulator

SimuTrader is a full-stack stock trading simulator featuring real-time market data, portfolio management, and an intelligent financial assistant powered by IBM watsonx.ai to help users learn trading risk-free

Oggy&Bob

VercelGemini AIAI/ML API+2

HealthNet AI

Your everyday AI-powered healthcare chatbot for primary care users.

OutLanDish

Anthropic ClaudeVercelAntigravity

Bobcat: An Interactive code canvas with Bob

Bobcat is an interactive architecture canvas for backend codebases. Hover any function to see why Bob flagged it as risky, ask Bob to refactor with a diff preview, or simulate the blast radius of a change. Bob is woven into four UI touchpoints.

Pair Programmers

IBMIBM GraniteIBM watsonx Assistant+5

Ripple — AI-Powered Impact Analyzer

Ripple answers every developer's fear: "If I change this, what breaks?" Powered by IBM Bob Shell, it maps the ripple effect of any code change — showing affected files, risk levels, and reasons in real time.

SKYBOTS

IBM watsonx AssistantOpenAIIBM

Suturé: Enterprise SQL Migration Generator

An automated Database DevOps platform that intercepts and physically simulates SQL migrations inside a secure in-memory sandbox, preventing production outages and eliminating high-risk DDL blind spots before deployment.

Void & Syntax

Vercelrest api

Synvex-NextGen AI Powered Interview Prep System

Synvex is an AI-powered interview prep platform that helps candidates master real-world debugging, mock interviews, ATS-friendly resumes, and repo-based technical rounds through personalized AI-driven practice sessions.

DeathCode

Gemini 3 Flashwatsonx.ai

Sherlock: AI Incident Response Co-pilot

Sherlock uses IBM Bob's full-repo reasoning to compress production incident response from hours to seconds — triaging alerts, identifying root causes in your codebase, generating fix patches, and writing postmortems automatically.

GakNgerti AI

IBMAntigravityChatGPT+7

Vision-Link AI: Genomic & CRISPR Agent

An autonomous AI-Agent system leveraging IBM watsonx.ai for high-precision genomics and CRISPR analysis to address health challenges in Sub-Saharan Africa.

VISION-LINK CODE-GENOMICS

IBM watsonx AssistantAMD ROCmYi-LLMS

SWARA

Swara is an AI-powered voice assistant that enables natural language interaction with digital systems. It combines speech recognition, conversational AI, and a responsive interface to deliver fast, accessible, and intelligent communication.

Team Swara

ChatGPTGemini 3 proGenerative AI Studio+3

CodeAtlas Enterprise

CodeAtlas Enterprise transforms any GitHub repository into actionable engineering intelligence — powered by IBM Watsonx. Architecture maps, risk prediction, instant code Q&A, and auto-generated documentation. Built for enterprise engineering teams.

AtomAI

Anthropic ClaudeAntigravityChatGPT+11

RepoTalk

RepoTalk bridge the gap between GitHub Repository and human understanding. By analyzing repository structures, dependencies, and key files, it generates documentation tailored to seven specific personas.

System HelloWorld

AI/ML APIIBM watsonx AssistantIBM Granite+1

AI-Powered ISO 27001 Audit Intelligence Platform

AI-Powered ISO 27001 Audit Intelligence Platform Core Value: Transform 200+ compliance documents into an intelligent, queryable knowledge system

isms_assisstant

Phi-3IBM

freelance simulator

A simulation platform for freelancers and professionals to practice handling real-world client scenarios. Improve your communication skills, learn to manage expectations, and navigate challenging conversations in a risk-free environment.

team loka

Claude CodeIBM

DevBoost AI

DevBoost AI is an AI-powered developer assistant that analyzes GitHub repositories, generates documentation, detects bugs, explains codebases, and creates test cases automatically using IBM Bob.

NeuralCoders

AI/ML APIAgentOpsChatGPT+1

NeuroLearn-AI

NeuroLearn AI is an intelligent AI-powered learning platform that personalizes education for every student. It analyzes learning patterns, identifies weak areas, generates smart quizzes, provides instant explanations, and creates adaptive study .

CODE SMASHERS

IBMGemini 3 proClaude Code

DevLens – AI-Powered Developer Toolkit

DevLens gives developers instant senior-level code reviews, repo documentation, and security audits via 12 IBM Bob slash commands. Works natively in Bob IDE and integrates with Cursor, Copilot, Cody, and Windsurf. Includes a full Next.js web app.

buglaggy

IBMGemini AIAntigravity+1

RepoLens

Drop in a GitHub repository, Bob analyzes it, you get an interactive visual map with explanations at every node.

RepoLens

AI StudioGemini AIIBM

PAYO Chaos Engineering & Resilience via IBM Bob

A practical demo of AI-driven Chaos Engineering. Using PAYO’s offline-to-blockchain setup (SQLite, Holepunch, TronWeb) as a case study, we use IBM Bob to simulate critical network failures, identify race conditions, and automate security refactoring.

In Bob We Trust

IBM GraniteIBM watsonx Assistant

SHIFTIQ - AI-Powered Shift Scheduling Assistant

AI-powered weekly shift scheduling assistant for small businesses (<20 workers). It eliminates the 1–2 hours managers waste every week manually building shift schedules, while preventing conflicts like double-bookings, understaffing, and over-scheduling.

Victorian

PRobe

PRobe gives repo owners the instant eye of a seasoned engineer for every Pull Request. Paste your GitHub repository link, select any active PR, and get instant AI-assisted scores, security tests, code coverage issues, and explanations before merging.

BobTheBuilderReturns

IBM GraniteVercel

PR Sentinel

Auditor Semántico de Pull Requests impulsado por IBM Bob que elimina el "Impuesto de Verificación" automatizando la revisión de reglas de arquitectura (ADRs).

Mexican Monkeys

Assistants APIGenerative AgentsGenerative AI Studio+4

ScopeShield: Clarity Before Code

ScopeShield turns vague stakeholder requests into clear technical scope contracts. It uses the request plus repository context to expose hidden work, impacted areas, technical risks, estimates, clarifying questions, and a client-ready reply.

Script Hunters

IBMAI/ML APIAntigravity+2

Isolated Agents SDK

Isolated Agents SDK is a framework for running AI agents in secure, isolated containers locally

Genius

LangChainCrewAIGroq+3

Renatus

Audit-grade AI agent that migrates, refactors, and secures production codebases — every patch cryptographically signed, every change traceable, queryable from IBM Bob via MCP

Captain Jack Sparrow

IBM watsonx AssistantIBM GraniteIBM+3

AsyncPair

AsyncPair brings pair programming to teams across time zones. When you log off, it captures a structured handoff from your git commits; when your teammate is offline, an AI stand-in answers their questions, grounded in your work and coding history.

anmemol

AI/ML APIClaude Code

AgentRx: One-Click Reliability Audit for AI Agents

AgentRx audits any AI agent endpoint across structure, behavior, and compliance using the Thread Suite APIs. Paste your agent URL, get a Reliability Score in seconds. Built with IBM Bob.

BiteLance

IBM watsonx AssistantStreamlitAnthropic Claude+1

Budgetin

Budgetin is a smart financial management platform that simplifies expense tracking, budget planning, and provides real-time financial insights to help users make better economic decisions.

linonimus

IBMGemini AIVercel

AI Career Copilot

An AI-powered job hunt platform that helps engineers analyze CVs, match job descriptions, track applications, and auto-apply — all in one place.

Red

AI/ML APIrest apiIBM watsonx Assistant+2

KnowledgeGuard — AI Codebase Intelligence

KnowledgeGuard uses IBM Bob's full repository context to detect knowledge silos, architectural debt, and structural risks before they become emergencies. Paste any GitHub URL or local path and get instant AI-powered codebase analysis.

pixel_ai

IBMAntigravityGemini 3 pro+5

Waymaker AI Business-Builder

Waymaker is an autonomous Agentic AI startup builder that validates ideas, researches competitors, generates and deploys SEO-optimized websites, automates social media marketing, and schedules posts through n8n and Zapier workflows.

AIced

Bob Assistant

A nostalgic Microsoft Bob-inspired AI desktop companion with OpenAI and Anthropic API key integration that can chat, launch apps, open websites, and automate desktop tasks through a customizable animated assistant.

Dancing Bros Studios!

Anthropic ClaudeOpenAIClaude Code+2

SmartOnboard

SmartOnboard turns any public GitHub repo into an AI-generated onboarding guide with architecture, setup, key files, first steps, Q&A, and exports using IBM Bob and watsonx.

CodeBreakers

IBMIBM watsonx AssistantIBM Granite+3

Tabalux

Transform your support operations with an intelligent ticket management system that leverages AI to prioritize workloads, predict trends, and empower decision makers with actionable insights across all organizational levels.

Nexos

langflowVercelwatsonx.ai+1

CodeHeal

CodeHeal is an AI-powered code analysis and auto-fix tool integrated with IBM Bob that detects bugs, performance issues, and code quality problems in Python code instantly.

TeamBBTKS

IBMAssistants APIVercel

RepLog: AI Coaching Journal for Peak Performance

RepLog is a high-performance coaching platform that leverages IBM WatsonX Granite-3 models to transform raw practice logs into actionable athletic and creative intelligence, featuring a premium glassmorphic UI and multi-session architecture.

Vireon

IBM watsonx AssistantIBMIBM Granite+3

RepoSense

The first app fully architected & coded by IBM Bob. RepoSense analyzes any GitHub repo in ~9s using all 4 Bob SDK modes — delivering onboarding reports, contextual Q&A, and AI-written code diffs. Zero setup for judges.

Team Apocalytpo

AI/ML APIIBM GraniteIBM watsonx Assistant+1

Bobbywasi

Interactive STEM platform for children with home science experiments, integrated security system, level filters and connection with educational communities in Peru.

bobbywassi

SophieCare Surgery Platform

SophieCare Platform demonstrates how IBM Bob can accelerate the development of complex healthcare AI software through repository analysis, workflow automation, AI-assisted engineering, and interactive surgical intelligence simulations.

SophieCare Labs

IBMChatGPTElevenLabs+1

Packwise

This tool reviews your legacy repo and provides exact steps to upgrade it safely to a newer version.

LetUsCook

Claude CodeCodex

Verdict — The Pre-Merge Reviewer

A pre-merge PR review tool built on IBM Bob. Verdict joins mutation testing with incident history — connecting a surviving mutation to a past outage on the same file. CodeRabbit reviews the diff. Verdict reviews the decision.

Tripod

IBM Granitewatsonx.aiNVIDIA+1

SmartCharge AI

SmartCharge AI optimizes EV charging by balancing real-time grid prices, solar generation, and battery needs, reducing energy costs by 40% while preventing grid strain during peak demand hours.

ArchiTech Systems

Gemini 3 proIBM

ImpactTrace: Pre-Commit AI Change Intelligence

ImpactTrace leverages NVIDIA Nemotron and IBM Bob IDE to map the true blast radius of code changes before they ship. By understanding developer intent, we catch implicit dependencies and behavioral contracts that traditional static analysis misses.

AdrinoCans

Pedigree

CtrlCats

Claude CodeIBM Granitewatsonx.ai

Code2Paper for IBM Bob + DocSync MCP

An AI-powered extension for IBM Bob that solves two critical developer problems: outdated AI-generated SDK code through live documentation intelligence (DocSync MCP), and automatic research paper generation directly from codebases (Code2Paper).

SubQ Agents

ImagenAI StudioIBM+3

IBM Dexter | Enterprise Engineering Intelligence

IBM Dexter is an enterprise engineering intelligence platform that uses AI, RAG, and organizational memory to improve software quality, security, governance, architecture compliance, and team productivity using Watsonx, local LLMs, and IBM technologies.

IBM Dexter

IBM watsonx AssistantAI/ML APILangChain+5

Compass AI

Compass AI accelerates developer onboarding by using WatsonX to analyze complex codebases. It transforms raw repositories into interactive, step-by-step learning roadmaps and visual dependency constellation graphs.

AVON

Gemini 3 proGemini 3 FlashGPT-4+4

Context-Aware Agentic Onboarding Buddy

An automated DX tool that crawls repositories, minimizes token overhead, and leverages IBM Bob to auto-generate comprehensive onboarding architecture guides.

CHallengers

IBMAssistants APIChroma

AIRA - Autonomous Incident Response Agent

AIRA autonomously triages, diagnoses, and fixes software incidents using Groq's Llama 3.3 70B and LangGraph. It analyzes errors, generates patches with confidence scoring, and auto-creates PRs or requests human approval—resolving incidents in <30 seconds.

Team Elite

AgentOpsAWSIBM watsonx Assistant+3

BreakScan

Predicts what breaks when you change code. Describe a change, IBM Bob analyzes the entire repository, and BreakScan renders a ranked impact report — direct crashes, behavioral failures, and safe files.

Matrix

IBMStreamlitAntigravity+1

SYNKRO - AI POWERED TECHNICAL DEBT MANAGER

SYNKRO is an AI-powered code security scanner and auto-fixer designed to help developers "Ship Secure Code, Automatically".

Synkro

AntigravityAnthropic ClaudeGemini 3 Flash+5

GoGoalGo DevMatch — AI Career Matcher

AI-powered platform matching developers to top tech companies via MBTI personality, coding interests & risk tolerance — powered by IBM Bob & Watsonx. Real Reddit intelligence reveals company culture, helping devs find their perfect career fit.

Oldmack

IBM GraniteIBM watsonx Assistant

Krynox Nexus

Krynox Nexus is a Zero-Trust CI/CD pipeline powered by IBM Bob that automatically detects, explains, and fixes memory safety vulnerabilities in Linux kernel modules to secure edge deployments.

Krynox

IBMAgentOpsLangChain+1

GitKit

GitKit analyzes any GitHub repository using IBM Bob and AI to predict which files are most likely to break next. It scores every file by risk level and displays results on a real-time dashboard built with Next.js and Neon PostgreSQL.

ZSR

watsonx.aiIBM GraniteIBM+2

Ghost Chimera: Bob-to-Ghost Delivery Accelerator

Ghost Chimera uses IBM Bob to turn codebase analysis into onboarding guidance, coverage visibility, ADRs, and PR-ready delivery packages for faster, safer software development.

INAN

IBMCodexVULTR+1

CleanML Vision

Local-first dataset cleaner for CSV and image data. One click turns messy data into ML-ready output plus a reproducible Python notebook. AI-built with IBM Bob, AI-free at runtime no API keys, no cloud, your data never leaves your machine.

DevShell

Claude CodeAI/ML APIIBM

Code Quality Assistant with IBM Bob

AI-powered TODO/FIXME scanner built entirely on Android. IBM Bob analyzes code, generates reports, and exports session logs. Zero hardware cost.

Bashman

DeepSeek V3ReplitIBM

Work Pulse

An AI-powered remote workforce management system that combines attendance tracking, desktop activity monitoring, productivity analytics, compliance management, payroll processing, and wellness tracking into one centralized platform.

DevX

AI/ML APIrest api

Stack Archaeologist - AI Repository Excavator

An AI-powered tool that excavates abandoned GitHub repositories and generates detailed archaeological reports covering architecture analysis, cause of abandonment, salvageable components, and revival planning — built entirely with IBM Bob IDE.

Second Commit

IBM GraniteIBM

CODEORACLE

CodeOracle is an architectural decision support engine that helps engineers make confident decisions about unfamiliar codebases through multi-agent analysis.

codingersCar

IBM GraniteIBM watsonx AssistantIBM+3

ARCHON: AI for Engineering Intelligence

ARCHON is an AI engineering intelligence platform powered by IBM Bob that helps developers understand codebases, analyze architecture, predict code impact, debug faster, and manage complex software systems using repository-wide AI reasoning.

AI Kings

AgentOpsAI/ML APIGenerative Agents+7

TICKET2FIX

Ticket2Fix: AI-powered issue resolution system built for Bob hackathon. Automatically converts GitHub tickets into actionable fixes using intelligent analysis and code generation.

WSB COMPUTER SCIENCE STUDENTS

StreamlitIBM watsonx AssistantIBM

DevRamp AI

DevRamp AI cuts developer onboarding from months to days using IBM watsonx Code Assistant (Bob). It automates knowledge transfer, generates personalized learning paths, and provides 24/7 AI mentorship — saving $75K per developer.

AgenticDevlopers

Onboardr

ONBOARDR is an AI onboarding copilot that helps engineers understand complex codebases instantly with repository-aware AI, architecture mapping, and intelligent code chat.

Nebrix

Claude Code

Bob-QA Gatekeeper

Bob-QA Gatekeeper is a smart tollgate that intercepts, classifies, and auto-corrects AI-generated code to ensure compliance with the EU AI Act.

iTraed

CodexAntigravityGemini AI+4

CrystalResume AI–Smart Resume Analyze &Job Matcher

AI-powered resume analyzer and ATS optimization platform that evaluates resumes, provides smart improvement suggestions, and matches users with relevant jobs and internships using intelligent career insights.

AI Forge

MongoDBVercelGemini AI

Repopilot

RepoPilot scans GitHub repos or ZIP files to generate README docs, detect bugs and vulnerabilities, analyze dependencies/licenses, and create actionable developer reports.

Ghost Protocol

PromptDojo: The Architect's Awakening

`PromptDojo` is a gamified visual novel and simulator designed to train developers in efficient, cost-effective prompt engineering.

Kusyuk

watsonx.aiAntigravityGemini 3 pro+1

MentorPR — AI Senior Engineer for Every Commit

MentorPR uses IBM Bob to review your commits like a senior engineer who knows your codebase. It detects duplicate logic, architecture inconsistencies, missing error handling, and explains why it matters — not just what's wrong.

HACKWITH GODS

Anthropic ClaudeAgentOpsClaude Code+4

Bob Sentinel - Pre-Flight Code & Secret Firewall

Bob Sentinel is an AI-powered security partner that intercepts data leaks and vulnerabilities before they reach GitHub. It leverages IBM Bob’s deep repository context to detect exposed secrets and automatically refactor insecure code in real-time.

CYBERTRON

Codebase Analyzer

AI-powered desktop app that scans codebases, maps architecture, generates documentation, and produces review findings plus improvement suggestions using static analysis and optional IBM watsonx.ai enhancements.

Shower Havers

PulseCity AI – Real-Time Urban Intelligence System

PulseCity AI is a real-time urban intelligence platform and digital twin that visualizes live city conditions including weather, traffic congestion hotspots, environmental indicators, and AI-driven urban monitoring using Cesium and Unreal Engine.

Blood Hack

Gemini 3 pro

Instana Config Pilot

A frontend-first IBM Bob demo that helps teams generate, validate, compare, and export IBM Instana configuration.yaml files safely from a guided browser workflow.

Yohel Lab

AI Issue Router

AI Issue Router helps software teams automatically assign issues to the right developer using AI, reducing manual coordination and improving response time during critical incidents.

Slowbro

IBMDeepSeek V3Vercel

DevFlow AI

DevFlow AI is an IBM BOB-powered developer productivity platform that transforms any GitHub repository into instant insights, auto-generated documentation, and proactive bug detection — in under 60 seconds.

Alpha Ninjas

MeetFlow

MeetFlow transforms meeting transcripts into code-aware Jira tickets automatically. It indexes your codebase,identifies action items, and generates implementation-ready tickets with exact files and steps — then Bob IDE with MCP implements them end-to-end.

IBMOpenAIGPT-5+1

Study Sprint OS

StudySprint OS — Gamified study platform with personalized quizzes, daily routines, XP, streaks, leaderboards, real-time focus rooms, and performance predictions. Built with Next.js 16, NestJS 11, and Supabase PostgreSQL.

Masala

Claude CodeCodexQwen3+1

DevFlow AI: Multi-Agent Developer Platform

DevFlow AI deploys specialized AI agents powered by IBM watsonx Orchestrate and IBM Bob to automate bug triage, code review, and documentation—delivering structured results in 60 seconds through a single natural language interface.

POYPET CLIMB THE HELL

B.O.B. Be a Helper | Be a Builder

B.O.B. is a dual-project AI suite created with IBM Bob to enhance operational efficiency and software development intelligence.

Pull Request Champions

IBM watsonx AssistantIBM GraniteClaude Code

SRE-Healer: Autonomous Remediation Agent

SRE-Healer is an autonomous AI agent that detects, diagnoses, and fixes server issues in real-time. Built with IBM Bob, it eliminates repetitive debugging tasks, allowing developers and SREs to focus on building impactful features faster.

Beyonce

IBMAutoGenrest api+2

BobOps: Self-Healing Workflow Agent

BobOps is an autonomous agent that watches your GitHub Actions pipelines, diagnoses failures with IBM watsonx.ai, and opens fix pull requests automatically. Engineers see a live dashboard of every detection, analysis, and patch.

Zertav

RepoMind : AI-powered GitHub repository Navigator

RepoMind : an AI-powered repository analysis platform that instantly explains any GitHub codebase with architecture insights, tech stack detection, onboarding guides, health metrics, and interactive AI chat—making unfamiliar projects easier to understand.

Yooniq Forge

AI StudioOpenAICloudflare Workers AI+4

DevBrief

AI tool that uses IBM Bob to explain codebases in plain English for new developers. No more wasted days onboarding.

DevBrief

ChatGPTClaude CodeGemini AI+1

Aegis OS

AEGIS OS is an AI-powered disaster resilience platform that predicts crises, protects families, enables emergency SOS response, and coordinates real-time safety operations through intelligent alerts, climate monitoring, and AI-driven emergency assistance.

Aegis

Smart Energy Monitoring System

AI-powered smart energy monitoring system that tracks room and block-wise electricity usage, automates lights and fans using motion detection, and provides real-time analytics with optimized energy-saving recommendations.

Daksh Kumar Shah

AI/ML APIAntigravityAnthropic Claude+7

RepoMind : AI Onboarding Copilot

RepoMind is an AI-powered onboarding copilot that helps developers understand any codebase instantly using IBM watsonx. It generates architecture summaries, explains code flow, and enables smart Q&A using full repository context.

Kernel Panic

IBM watsonx AssistantStreamlitIBM Granite+1

WHERE_WAS_I.md

/snapshot before you leave. /reboot when you return. r⚡B0ot reads your IBM Bob IDE session export and generates a Restoration String — a compressed snapshot of where you were, what you tried, and what's next. Two commands. Zero context loss.

deus-ex-machina

watsonx.aiIBM watsonx AssistantGemini 3 pro+1

APREP - Agent Prompt Evaluation Platform

APREP is a semi-automated AI agent evaluation platform that tests safety, honesty, prompt adherence, semantic accuracy, and performance through configurable workflows, reusable question sets, and AI-assisted behavioral analysis.

Salamangkero

AI/ML APIVercel

ROTAN — Runtime Verification for AI Assistants

ROTAN intercepts AI coding assistant responses, validates claims against live ecosystem data, and flags stale knowledge before developers accept them. Built with IBM Bob, for IBM Bob.

Kena Rotan