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Browse applications built on modern technologies. Explore PoC and MVP applications created by our community and discover innovative use cases for modern technologies.

Vendor Risk Radar

Continuous, cited third-party vendor risk intelligence from the live web. Our Blast Radius engine detects when one breach cascades across connected vendors and flags exactly who to investigate - powered by Bright Data SERP, Web Unlocker + AI.

BigBros

AI/ML APIBright Data Web Scraper APIBright Data SERP API+8

Leak Ranger

Leak Radar: a scalable pipeline that ingests sources, scans repositories and feeds, classifies leak candidates with ML, enforces policies, and sends alerts for exposed secrets and sensitive data.

Query curious

AI/ML APIGemini AIBright Data MCP Server+4

Erebus

Erebus is an AI-powered pentesting assessment agent that turns authorized targets—domains, URLs, repos, files, APIs, and LLM apps—into prioritized, report-ready security findings grounded in real tool evidence.

Aegis

Anthropic ClaudeClaude Code

OmniSignal AI

OmniSignal AI turns live public web signals into enterprise risks, opportunities, savings, AI recommendations, workflows, and executive decisions using a Bright Data-powered intelligence pipeline.

Yousun Apexia

AI/ML APIChatGPTGenerative Agents

Team Invincible

Speechmatics flowSDXL TurboQwen-Image-2.0+182

Pageless: Autonomous Incident Response

Autonomous incident response: Pageless spawns an agent tree on each alert, runs real kubectl/Prometheus commands, and shows the operator the literal proposed fix, the classifier rule, and rejected alternatives before they approve.

Solo

Gemini 3 FlashGemini 3 proGemini AI+1

RackVision: Multimodal Spatial Agent

An autonomous enterprise agent powered by Google Gemini. It processes live video streams and whiteboard sketches to translate physical datacenter environment data into secure, self-healing digital twin topologies.

RackVision AI

Gemini AIAI StudioGenerative AI Studio+1

SENTINEL-Ω · Autonomous SOC with Live AI Theatre

Autonomous SOC agent with a 3D live command centre: watch the AI reason, collapse belief states, and close alerts in real time. F1=0.99, conformal coverage 91.2%, three formal theorems — zero unnecessary containments on 1,200 CHIMERA scenarios.

SentinelMind

OpusAI/ML API

Intelligent Infrastructure Operations Platform

SentinelAI is an AI-powered enterprise platform for infrastructure monitoring, AI governance, compliance validation, audit logging, and automation workflows built using FastAPI, Streamlit, and Google Cloud Run.

AI jinx

AI/ML APIGemini AIAgentOps

Aegis OS — Autonomous Emergency Response System

Aegis OS is an AI-powered digital nervous system that detects, analyzes, and coordinates autonomous emergency response operations in real time.

Aegis

AI StudioGemini 3 FlashGenerative AI Studio+1

GHOST BOARD — Autonomous AI Command Center

GHOST BOARD is a multi-agent AI enterprise operating system that simulates autonomous executive coordination during cyberattacks, infrastructure failures, and real-time business crises.

Nexus AI

AI StudioAntigravityChatGPT+5

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

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

CrumdBob — Flight Recorder for IBM Bob

Turn every IBM Bob session into replayable memory. CrumdBob captures Bob's repo analysis as a 9-file CRUMB pack with proof chain, SQLite-backed cross-session history, FastAPI dashboard, LLM-powered insights, and enterprise observability.

XIO AI

IBMOpenAIAnthropic Claude

AI Calling Agent - Autonomous Security Copilot

An autonomous incident response voice agent deployed on Vultr that bypasses slow email alerts by calling engineers. It uses Speechmatics for real-time STT and Gemini Flash function calling to explain threats and secure verbal patch authorization.

Wolverine

Speechmatics apiSpeechmatics flowVULTR+19

GHOST BOARD — Autonomous AI Command Center

GHOST BOARD is a multi-agent AI enterprise operating system that simulates autonomous executive coordination during cyberattacks, infrastructure failures, and real-time business crises.

Neural Forge

AntigravityAssistants APIChatGPT+5

SentinelEdge: Autonomous Infra Recovery

An intelligent enterprise system that utilizes Gemini to monitor, diagnose, and repair server infrastructure autonomously. It ensures business continuity by neutralizing cyber threats and automating resource scaling via X402 Payments.

Jagoan

Gemini AICloudflare Workers AIx402

Belto - Onboard AI for satellites

BELTO is an SDK that lets satellites decide what to send home. Four lines of code give a satellite onboard scene classification, rule-based triage, and adaptive compression — so only mission-relevant frames consume bandwidth.

Belto - Onboard AI for Satellites

HuggingFace HubWebGPUVercel+2

Team Invincible

ZillizYOLOv7YOLOv6+182

Guardian Agent

Autonomous AI Security Operations Center for Africa's critical infrastructure. Detects threats in real-time, triggers self-healing, and provides one-click batch approval with Veea Lobster Trap guardrails.

Techwokx AI

AI StudioAgentOps

AI-network-incident-response-agent

AI-powered multi-agent network incident response platform using LLMs, RAG, and AMD GPUs to analyze logs, detect security/network issues, perform root cause analysis, and provide automated remediation insights in real time.

AI maneuver

AgentOpsAMD Developer CloudAMD ROCm+5

ROCmOps AI War Room

ROCmOps AI War Room is an autonomous AI-powered incident response platform accelerated by AMD MI300X GPUs and ROCm, enabling real-time infrastructure monitoring, remediation, GPU optimization, and AI-driven operational intelligence.

Adeel

AMD Developer CloudAMD ROCmStreamlit

Team Atharva Watekar

Llama 3AMD Developer Cloud

GhostTrace AI-Autonomous Cyberattack Investigation

GhostTrace AI is an autonomous cyberattack investigation platform powered by AMD Instinct MI300X GPUs that uses AI agents to detect threats, reconstruct attack timelines, analyze multimodal evidence, and generate forensic intelligence in real time.

Suvaran_maran

AI StudioAMD Developer CloudAMD ROCm

VisionGuard: Industrial AI Inspection on AMD

VisionGuard is a real-time industrial visual inspection system that uses Qwen-VL on AMD MI300X via ROCm/vLLM to detect product defects, trigger operator alerts, generate reports, and support factory-specific adaptation workflows.

AMDx

AMD Developer CloudAMD ROCmQwen-Image-2.0+7

Vaara: runtime AI Act compliance kernel

Solo builder shipping AI agent governance on AMD ROCm. Vaara is an open-source Python runtime that intercepts AI agent tool calls, scores risk with split conformal prediction, and writes a W3C PROV-JSON audit trail for EU AI Act Article 14 compliance.

Vaara

AMD Developer CloudAMD ROCm

FORGE — Autonomous Compute Exchange

FORGE is an agentic compute exchange that cuts AMD GPU costs by batching jobs, timing spot-price dips, and subleasing idle instances — settling every transaction with X402 micropayments and streaming live agent decisions to a real-time dashboard.

FORGED

AntigravityAMD Developer CloudAMD ROCm+3

AgentTriage — Agentic SRE Incident Response

Multi-agent AI pipeline that autonomously triages production incidents. Three specialized agents (Planner → Executor → Summarizer) orchestrated with LangGraph, powered by Qwen2.5-72B on AMD MI300X.

Accelerated Intelligence Builders

Claude CodeCodexLLaMA+2

ArcSplit

ArcSplit routes every workflow payment directly to the creators behind the pieces—LoRAs, tools, assets, and extensions—using USDC nanopayments so community builders earn every time their work is used.

ArcSplit

AI StudiokiroCircle+1

Arc Analytics

A live, real-time analytics dashboard featuring a smart contract-powered paywall. Users can view high-level network statistics and unlock premium deep chain metrics by completing a micro-transaction (0.01 USDC)

ODbeke

AI StudioAntigravityGemini 3 Flash+1

ThreatLens- AI-Powered Security Dashboard

Real-time threat detection dashboard for IPs and domains using intelligent risk classification

Error 404_Sleep Not Found

Generative AgentsGemini AIAI/ML API+1

chargebotic

We are moving robotics from 'Human-Assisted' to 'Truly Autonomous.' Right now, Kiwibot is limited by how many humans they can hire to swap batteries. We are building the Autonomous Battery Exchange that removes the human cost entirely.

chargebotic

AI/ML API

SentinelOps AI Autonomous Robotics Engine

SentinelOps AI is a robotics simulation platform powered by an AI decision engine. It simulates real-time robot state transitions, event logging, and autonomous action selection through a structured, production-style backend architecture

SentinelOps AI

AI/ML APIOpenGPTsAssistants API+2

ADAM ZK Behavior Verification Protocol

ADAM is a privacypreserving Proofof-Action protocol that turns verified positive human behavior into a liquid digital asset. Using zero-knowledge proofs and Qubic’s deterministic compute layerADAM enables trustless, feeless,civilization-scale coordination

Gebeta

AI/ML API

Agentic Sales Ops Orchestrator

An agentic AI system powered by IBM watsonx Orchestrate that automates B2B sales operations end-to-end. It extracts lead context, retrieves similar deals, drafts outreach, plans next actions, and executes tasks.

Ruthless Innovators

IBM watsonx Assistant

WATSONX INSPECT AI

VisionFlow uses IBM watsonx Orchestrate to orchestrate 5 specialized AI agents for supply chain quality control using Vision (box quality) and OCR (label extraction) to automate the tedious manual error prone , human verification with 96% success

Gtransformers

IBM watsonx AssistantIBMEasyOCR+3

FinWhisper

FinWhisper integrates AI with IBM watsonx Orchestrate to automate error detection, anomaly identification, and early prediction of system failures in financial workflows.

Fomo

StreamlitIBM watsonx AssistantIBM+1

DailyOps AI Operations Control Agent

DailyOps is an AI Operations Control Agent built with IBM watsonx Orchestrate. It generates a smart daily briefing, prioritizes emails, tasks, meetings, and creates an optimized daily schedule, helping users start their day with clarity and focus.

OrchestrateX

Llama 3VercelIBM+1

Nebulav2

Nebula is our self-simulated satellite, AI-powered environmental monitoring using Gemini AI and LangGraph-orchestrated agents. Real satellite physics for orbital mechanics. Solana blockchain for transparent data storage and specialized agents.

Nebulav2

Gemini AI

HireScan

An intelligent resume shortlister that extracts key skills, evaluates candidate profiles, and generates a ranked shortlist using AI.

Astro

StreamlitQdrantGemini AI

Network-Analyzer

AI-powered real-time network diagnostics tool that captures and analyzes packet data (PCAP/JSON), detects anomalies, and visualizes insights through an integrated Grafana dashboard.

QABH

AI/ML APIGPT-5CrewAI+1

Omnidiag- AI Diagnostic Assistant

Omnidiag is anAI-powered maintenance diagnosis using Gemini’s multimodal AI to analyze equipment photos, audio notes, and technician reports for instant fault diagnosis and repair solutions. Reduces downtime by 70%

Synaptech

Gemini AI

AEO Guru - AI Discoverability Toolset

AEO Guru is an AI-powered SEO & AI-discoverability tool that crawls websites, clusters semantic topics, generates JSON-LD and defensive SEO/GEO assets, and helps sites appear accurately in AI answer engines using Gemini, Supabase, and Qdrant.

Rao G

QdrantGemini AIVercel+3

Genie - AI-Customer Support Agent

AI customer support platform powered by Google Gemini 2.0 for text conversations, image analysis with vision capabilities, and document processing. Features Vapi voice AI with Gemini for real-time voice calls. Built with Next.js 15, and Convex backend.

Learnify

Gemini AI

Self-Healing RAGOps

Self-Healing RAGOps is an autonomous AI system that enhances Retrieval-Augmented Generation (RAG) with a Zero-Touch healing layer inspired by 6G ZSM principles. It performs real-time anomaly detection (hallucination spikes, coverage drops).

Self healer

QdrantGroqLlama 3.1

TrapNet - AI Honeypot Security System

TrapNet catch bad hacker with fake server. Use smart AI to talk like real server. Show where hacker come from on map. Help stop cyber attack now.

nextkoding

GPT 4o

Agri Mind-AI Farming Revolution

Agri Mind: AI agent for farmers—handoffs to Yield Booster (2x crops via photos), Market Oracle (profit hotspots), Weather Prophet (local forecasts). Green Field-inspired web MVP for Pakistan/MENA agri boost. Dubai Hackathon winner!

Techspire

OpenAILangChainGemini AI+1

Ultra-Advanced AI Satellite Internet Agent

A futuristic AI-powered monitoring dashboard that manages global satellite internet networks in real time, offering 3D constellation visualization, intelligent agent coordination, anomaly detection, and autonomous optimization for seamless connectivity.

NexusAgents

AI/ML APIStreamlitCrossmint+4

ELIA Empowered Learning Interaction Assistant

An AI-powered assistant for teachers and parents of children aged 3–10. ELIA creates engaging activities, learning plans, and parenting tips to simplify teaching, support child development, and build nurturing learning environments.

byteSisters Blackbox Track

GroqStable VideoLlama 3+1

VerifAI

VerifAI combines GPT, real-time data retrieval (RAG), and blockchain to create transparent, auditable AI agents for industries where trust, compliance, and accountability are critical.

Cognichain

AI/ML API

Level-4 Autonomous Connectivity Network

A fully autonomous, AI-driven connectivity solution that leverages "Giga Nodes"—smart, low-power, solar-powered devices—to establish resilient internet networks in underserved and remote regions.

Creativity with AI

AI/ML API

AI-Driven Network Management System

AI-driven network management system leveraging anomaly detection, predictive maintenance, RL cost optimization, and Bayesian energy efficiency. Automated AI agents resolve issues in real-time for scalable, resilient networks

PanaDol Ultra

StreamlitDeepSeek V3

Connectivity Matter

A tool solve connectivity issue. 1. Solve problem for those who live in low interent zome. 2. Help user to find good vendor interent service provider.

Connectivity matters

AI/ML APIDeepSeek R1Llama 3+1

SPOT Connect

𝗦𝗣𝗢𝗧 𝗖𝗼𝗻𝗻𝗲𝗰𝘁 leverages AI for predictive 𝗺𝗮𝗶𝗻𝘁𝗲𝗻𝗮𝗻𝗰𝗲, 𝗿𝗲𝗮𝗹-𝘁𝗶𝗺𝗲 𝗺𝗼𝗻𝗶𝘁𝗼𝗿𝗶𝗻𝗴, and 𝗶𝗻𝘁𝗲𝗹𝗹𝗶𝗴𝗲𝗻𝘁 𝗿𝗼𝘂𝘁𝗶𝗻𝗴 to 𝗥𝗲𝗱𝘂𝗰𝗲 𝗱𝗼𝘄𝗻𝘁𝗶𝗺𝗲 in 𝗽𝘂𝗯𝗹𝗶𝗰 𝘀𝗲𝗰𝘁𝗼𝗿 𝗻𝗲𝘁𝘄𝗼𝗿𝗸𝘀.

default

AI/ML APIAssistants API

GovLink AI

GovLink AI enhances Smart Zambia’s e-government by improving network resilience and connectivity. It monitors network health, predicts downtimes, and automates failover strategies to ensure seamless access to essential digital services.

GovLink Ai SMART Zambia

AI/ML API

Smart Network Resource Allocation

A Smart Network Resource Allocation System using Prophet's time-series forecasting for efficient bandwidth distribution, anomaly detection, and energy-aware SDN load balancing. Features a Streamlit dashboard for real-time monitoring and insights.

ByteBand

Streamlit

QoScope

An agentic, natural language dashboard for QoS monitoring

EagleNet

Generative Agents

ProactiveGuard

AI-Driven Predictive Maintenance for Network Resilience. An AI-powered predictive maintenance system that leverages operational, connectivity, and geospatial data to predict network outages and equipment failures.

Revolutionaries

AI/ML API

Geonetwork Infrastructure Planning and Procurement

gNIPP uses RAG and Agentic AI technologies for network infrastructure analysis tool designed to provide insights into network tower distribution, coverage, and signal strength. It also serves a guide for procurement policies and infrastructure planning.

Cool Cat

LangChainStreamlitGemini AI+2

UptimeAI - Predicted Network Outage Alert System

UptimeAI leverages AI and real-time regional connectivity data to predict network outages before they occur, allowing governments, businesses, and individuals to take protective measures against losses and vulnerabilities.

UptimeAI

AI/ML APIVercel

Use of AI and open source to optimize networks

The project is about using open source platforms such as Python and MySQL together with AI intelligence platforms from IBM and Huawei so as to optimize public sector network management. We have selected the third track of optimizing resource allocation

NetConnect

watsonx.ai

Aegis

Aegis provides a lightweight and low cost approach to predictive maintenance while providing high resilience to internet connectivity loss.

Aegis

AI/ML API

AI-Powered Network Guardian

AI-Powered Network Guardian is a prototype that uses AI and Streamlit for automated network monitoring, predictive maintenance, and cost optimization in public sectors. It currently runs on simulated data, not real-time insights.

Dynamic Duo

OpenAIAnthropic ClaudeStreamlit+2

NetworkDeployAI

NetworkDeployAI helps telecom operators repurpose existing pipeline sections (canalitzacions) from the Generalitat of Catalonia, enabling efficient network deployment. It reduces costs, ensures compliance, and improves connectivity for public services.

Team Vision

OpenAIAI/ML API

Freya-Quantum Predictive Maintenance System

A quantum-powered AI system leveraging IBM Granite 3.1-8b-instruct to predict and prevent industrial equipment failures with high accuracy, reducing downtime and maintenance costs through real-time anomaly detection and AI-driven scheduling.

Freya AI

IBM Granite

Employee Onboarding Assistant

An AI-driven application designed to automate and streamline the employee onboarding process, ensuring a smooth and efficient integration of new hires into the organization.

Mystics Of Art

IBM Granite

AI Governance Framework - Self-Auditing Financial

AI Governance Framework ensures ethical, unbiased, and regulatory-compliant loan approvals using IBM Granite models, BeeAI, and governance agents. It integrates automation, human oversight, and structured audits for trustworthy AI-driven decisions.

Data Scientists CIC Italy

IBM GraniteLangChainIBM

Network Security Vulnerability Analyzer

The Analyzer is a Python-based tool that processes and analyzes network traffic data. By leveraging Scapy for packet inspection and OpenAI’s API for contextual analysis, this tool can identify potential risks or malicious activities in network traffic

1337

DeepSeek V3OpenAILlama 3+1

AI Writer for Sheets

DeepSeek AI Writer for Sheets is a smart tool that connects with Google Sheets, allowing users to select input and output columns. It automatically generates text responses in different formats phrases

BinaryBeast

DeepSeek V3DeepSeek R1

Orion-Operational Response Intelligence Network

ORION automates space operations using real-time telemetry processing, AI-driven anomaly detection, predictive maintenance (LSTM), and RL-based decision-making, visualized via a Streamlit dashboard.

BlackBox

AutoGenStreamlitReinforcement Learning

Nebula AI- Autonomous Space Mission Control System

Revolutionizing space operations, Nebula AI autonomously manages satellite missions using advanced AI agents for real-time anomaly detection, dynamic resource optimization, and intelligent decision-making—ensuring mission efficiency and reliability.

Nebula AI

AI/ML APIReinforcement Learning

VISION AI-Powered Universe Simulation

VISION is an advanced AI-powered simulation that allows users to explore the evolution of the universe across time. By utilizing real astronomical data, users can witness the formation of galaxies, stars, and cosmic events in an interactive 3D environment

VISION

AI21 LabsGET3D

3D Virtual Assistant AI for Astronauts

An advanced AI-powered 3D virtual assistant designed to assist astronauts during space missions with real-time voice interaction, facial animations, and intelligent responses.

Uniplexity AI

RedisVercel

OrbitMind-AI Agents for Space Operations

OrbitMind is an AI-powered platform that revolutionizes space mission management. By combining Reinforcement Learning for mission planning and Natural Language Processingfor command automation.

AstroForge

StreamlitReinforcement Learning

Connectivity Advisor and Smuggling Prevention Bot

An AI assistant to prevent smuggling, supply chain theft, and fraud by offering guidance, tips, and monitoring tools, and an assistant providing recommendations on internet connectivity, cybersecurity, and software tailored to organizational needs.

Pax Defense

AI/ML APIChatGPTDALL·E Image Generation API+1

MajiNet

MajiNet, a key part of the Victoria Sentinel initiative, uses AI to improve connectivity in underserved areas of East Africa, boosting healthcare, education, and financial services around Lake Victoria and beyond.

Victoria Sentinel Guardian

GPT-3.5AI/ML API

HealthNET AI

HealthNET AI is an AI-powered platform ensuring reliable network connectivity for underserved healthcare facilities, reducing mortality by 30% and costs by 25% through predictive analytics and decentralized technology.

Evarest

Gemini AI

Wave Tracker

Wave Tracker is a handy tool for checking out your mobile network’s performance. It helps with troubleshooting, gives speed predictions, and shows network coverage all in real-time, using AI to give smart suggestions.

AI Ninjas

OpenAIOpenGPTsOpenELM+3

EcoSphereAI

EcoSphereAI: A sustainable AI solution for optimizing networks and reducing energy use. Features include energy efficiency, predictive maintenance, disaster risk assessment, and sustainability reporting for greener connectivity.

Dreameater NEXT

OpenAIGemini AIAI/ML API+2

EduNet Optimizer

EduNet Optimizer is a powerful network optimization and analytics dashboard designed specifically for educational institutions. It provides real-time insights and performance metrics.

Man of Steel

Generative AgentsAI/ML APIGemini AI

OutageAI

OutageAI categorizes environmental factors such as temperature, humidity, and precipitation to assess their effects on connectivity metrics like signal strength, packet loss, and latency. Using these insights, it predicts the probability of an outage.

DSC AIM Benilde

AI/ML API

AI for Underserved Area Identification

Internet access is vital for education, healthcare, and growth, yet many regions lack connectivity. Project uses AI to identify and rank underserved areas by internet access and socio-economic factors, enabling targeted improvements for greater equity.

CoderX

Assistants APIAI/ML API

Golfinho

An AI-powered network monitoring solution providing real-time insights, predictive maintenance, and performance analysis for public sector institutions, ensuring stable and efficient internet access in underserved areas.

Golfinho

Streamlit

SPOT CONNECT

SpotConnect is a scalable AI-driven platform designed to revolutionize the way users report and address network issues. It empowers individuals to provide real-time feedback about their current connectivity challenges.

MrDemocrats

AI/ML APIVercel

AiScan

AiScan uses AI to scan IPs, DNS, and Wi-Fi networks, uncovering vulnerabilities and offering insights to improve public sector networks. The Wi-Fi scan works locally for now, with plans to make it accessible online in the future.

AiScan

AI/ML APILlama 3.2Groq

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