Every team has the same AI.
Context is the multiplier
XHawk builds a live knowledge graph from your agent sessions, code, and engineering decisions — so your agents act like engineers with long term memory
Capture Every Agent Session
Compound your System of Context. Every coding session with Claude, Codex, Gemini, Cursor, or OpenCode becomes a permanent part of your System of Context.
"How do I start a session with previous context?"
Ask your agent in Claude, Codex, etc to search for old session context based on keywords. XHawk's MCP server is auto-configured on `xh init` and will provide search results quickly.
"Explain how this feature was implemented?"
XHawk captures every agent session — the prompts, decisions, and reasoning — and links it to the code it produced. Look at any change and the intent is right there in your knowledge graph.
"Our docs are always out of date."
Because documentation is a separate artifact from the work. XHawk builds context directly from your agent sessions, commits, and PRs. Context that stays current because it's captured, not written.
"How to give agents negative knowledge - what not to do in clear terms?"
XHawk generates the best CLAUDE.md and AGENTS.md files with all the patterns, negative knowledge and gotchas.
Everything Connected, Always in Sync
Watch as code, documentation, session snapshots, and architectural decisions automatically connect into a unified, searchable knowledge graph. Every commit, every PR, every discussion enriches the graph in real-time.
Auto-Discovery
Automatically discovers and links related code, docs, and decisions
Real-Time Updates
Knowledge graph evolves with every code change
More than code search
A unified index
Software knowledge is siloed across repositories, wikis, and people's heads. One searchable graph connects it all — and gets smarter with every session.
Each commit is linked to the agent session behind it — decisions, prompts, and reasoning preserved alongside the code. Git was built for code, not session snapshots. XHawk keeps sessions in a dedicated index, makes them searchable, and exposes everything via APIs. The reasoning behind every commit, preserved forever.
Raw Sources
XHawk Engine
What You Get
Build Your System of Context
Join engineering teams who have eliminated knowledge silos and accelerated developer productivity. Catapult your outer and inner engineering loops.
Build your Code-to-Context Knowledge Graph