Agents and humans,
one unified
knowledge layer.
Build your own Software Factory powered by shared context. Agents inherit your team's context. Velocity compounds.
Code, sessions, PRs, Slack, Jira, all searchable, always current.
Agents drift. Engineers repeat themselves. Knowledge evaporates.
- ✕Decisions fragmentSpread across Slack threads, Notion pages, and agent sessions no one can find
- ✕Agents start from zeroEvery new session loses all prior context — agents re-learn what was already solved
- ✕New engineers are lost for monthsStale wikis and tribal knowledge locked in the heads of whoever hasn't quit yet
- ✕Docs go stale the day they're writtenNo one updates them, agents hallucinate, teams lose trust in documentation
- ✓Every decision is captured automaticallyCLI syncs coding sessions. PRs update the graph. Knowledge accumulates without manual effort
- ✓Agent sessions inherit full team contextMCP server delivers live codebase context to Claude, Codex, or any agent — every session
- ✓Engineers ramp up in daysAI-generated learning paths built from your actual code, architecture, and decisions
- ✓Docs update with every PRAGENTS.md, ARCHITECTURE.md, and CLAUDE.md stay current automatically. Zero drift
Works where your team already works. Builds context everywhere.
Every company has the same AI. Context is the multiplier.
XHawk CLI
Captures context as you code
Install in 30 seconds. Every Claude Code or Codex session automatically syncs into your team's knowledge graph. No workflow change required.
- Auto-syncs session history on commit
- Works with Claude Code, Codex, Gemini CLI
- Zero configuration — install and forget
Learning Paths
Gets engineers productive in days
Onboarding for humans and agents, built from your actual codebase. Engineers ramp in days. Agents inherit full team context from day one. No drift, no manual docs.
- Generated from real code — never stale
- Role-specific paths (backend, frontend, infra)
- Architecture diagrams auto-generated
Knowledge Agent
Answers questions from your knowledge graph
A 24/7 AI that knows your entire stack — architecture decisions, coding patterns, team conventions, and service ownership. Ask anything, get precise answers.
- Answers from actual code and sessions
- Knows ownership, dependencies, history
- Replaces expensive developer portals
MCP Server
Delivers context to every agent session
Plug into Claude Code, Cursor, or any MCP-compatible client. Agents get live codebase context, architecture decisions, and team knowledge — no hallucinations.
- Real-time codebase context for agents
- Semantic search across all sessions
- Compatible with any MCP client
One pipeline. Context everywhere.
Every session, commit, and PR flows into the graph.
The CLI syncs coding sessions on commit. GitHub webhooks pull in PRs and code changes. Everything is indexed, automatically, continuously.
- Coding sessions:Claude Code, Codex, Gemini CLI
- Version control:GitHub, GitLab — PRs, commits, diffs
- Architecture:auto-extracted from code structure
Raw sessions become structured, queryable knowledge.
XHawk extracts decisions, patterns, architecture, and conventions. Every artifact is linked — code to decision to session to engineer.
- AGENTS.md:per-repo agent context files
- ARCHITECTURE.md:auto-generated system diagrams
- CLAUDE.md:team conventions and patterns
Agents and engineers get the right context, instantly.
MCP server delivers live context to agent sessions. Learning paths onboard engineers from actual code. The Knowledge Agent answers anything about your stack.
- MCP context:agents inherit team knowledge
- Learning paths:engineers ramp in days
- Knowledge agent:answers from real code