Context Infrastructure
for AI-Native Developers

Turn every coding session into searchable engineering knowledge.

Session Intelligence

Capture AI Coding Sessions with XHawk Snapshots

Every git commit syncs session history and agent reasoning, creating a searchable record of how your software is built.

XHawk CLI shell

"How do I start a session with previous context?"

Ask your agent to search for old session context by keyword. XHawk's MCP server is auto-configured on xh init.

"Explain how this feature was implemented?"

XHawk links every agent session 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"Our docs are always out of date."

XHawk builds context from agent sessions, commits, and PRs. It stays current because it's captured, not written.

"How to give agents negative knowledge - what not to do in clear terms?"

XHawk generates CLAUDE.md and AGENTS.md files with patterns, negative knowledge, and gotchas built in.

AGENTS.md
Agent instructions & capabilities
ARCHITECTURE.md
System design & patterns
CLAUDE.md
AI assistant context
Command agent fleets

Living Knowledge for Coding Agents

Deep research keeps context current with your codebase.
Code-to-Doc Intelligence converts changes into compact agent guidance so agents understand features faster and use fewer tokens.

XHawk Assistant
How does authentication work across our microservices?

Auth flows through 3 layers based on 14 indexed sessions:

1. JWT issued at gateway via auth-service
2. Token validated per-service using shared middleware
3. Refresh handled by token-rotation pattern

Sources: 4 files, 3 sessions, 2 PRs

coding-agent requesting context via MCP...
Ask about your codebase...
Semantic Search

An Autonomous Assistant

An always-available assistant that understands your entire codebase. Human to agent. Agent to agent. APIs. MCP Server. Custom skills. Build features more reliably by deploying a fleet of agents on a shared context layer.

Natural Language
Agent-to-Agent
MCP Server
Custom Skills

Context Is Infrastructure. Build It Right.

Join forward-thinking teams building AI-Native Software Factories, eliminating knowledge silos and accelerating delivery.

Context Infrastructure for Software Companies | XHawk