Dive into Open Source.
Master Any Repo. Instantly.
Transform any GitHub repository into an AI-powered guide for newcomers and seasoned developers alike. Get structured insights, understand code, and contribute with confidence.
See it in Action
Watch how GitPulse answers questions, generates architecture diagrams, and runs security checks — try the arrows or dots to switch scenarios.
Whether chatting, visualizing, or auditing, GitPulse handles it all.
Ask a question above — the demo will run automatically when you scroll here.
Agentic CAG vs. Traditional RAG
GitPulse uses Agentic Context Augmented Generation (Agentic CAG). We don't just retrieve fragments; we understand the whole picture.
Traditional RAG
Fragmented Context
Chops code into disconnected vector chunks, losing the big picture.
Similarity Search Flaws
Relies on fuzzy matching which often misses logic buried in imports.
GitPulse (Agentic CAG)
Full File Context
Loads entire relevant files into the 1M+ token window for flawless logic tracing.
Smart Agent Selection
AI intelligently pulls exact full-file dependencies needed.
One place to master any repo
Jump into any GitHub repo or profile and get answers, diagrams, and security checks without leaving the browser.
Full-repo intelligence
GitPulse reads your entire codebase in one pass. Get answers about structure, patterns, and intent without cloning or opening files yourself.
const ctx = await scanRepo(owner, repo);
ctx.files.forEach(f => {
indexSymbols(f.path, f.ast);
});
Talk to your repo
Ask in plain language. Get precise answers about where things live, how they connect, and why they’re implemented that way.
Diagrams on demand
Get flowcharts and dependency graphs for routes, modules, or data flow—generated from the real code.
Vulnerability scan
Surface hardcoded secrets, unsafe patterns, and dependency risks without running anything locally.
Developer insights
See a developer’s languages, top repos, and contribution patterns so you can evaluate fit or learn from their work.
Stack breakdown
See every framework, library, and version in the repo at a glance—no package digging required.