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RepoRadar - Onboarding Assistant

RepoRadar - Onboarding Assistant

Created by team Neural Nomads on May 17, 2026

IBM watsonx Assistant IBM OpenAI AgentOps watsonx.ai

RepoRadar is an AI-powered codebase on-boarding system built to help new developers understand unfamiliar projects faster. It combines IBM watsonx.ai, watsonx Orchestrate, and Model Context Protocol (MCP) servers to analyze repository structure, identify dependencies, extract workflows, and surface hotspots and technical debt. The platform generates practical onboarding materials such as architecture summaries, setup instructions, API references, FAQ content, and workflow documentation. It supports both a Python-based analysis pipeline and an MCP-native workflow for Bob IDE, making it flexible for automation or interactive use. RepoRadar is designed to reduce ramp-up time, improve documentation quality, and give teams a repeatable way to understand and maintain legacy systems.

Category tags:

Knowledge Base, Coding, Developer Tools, Agent Builder track - The INTERNET OF AGENTS

Github Presentation

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3 AI agents (Risk Analyst, Compliance Officer, Human Review) collaborating through Band for automated financial compliance with SAR filing detection and human review workflow.

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AgentOpsAI/ML APIAssistants APIReplitDeepSeek V3

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DevBand uses Band and AI/ML API to coordinate specialist software delivery agents that plan, implement, test, review, revise, and document a feature request into a PR-ready package.

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AI app: RepoRadar - Onboarding Assistant for IBM Bob Hackathon