The System of Context for Engineering Teams
Transform scattered code, docs, and tribal knowledge into a living, interconnected knowledge graph that your entire team—and AI—can understand.
Your Engineering Context is Trapped in Silos
Scattered Knowledge
Documentation lives in Notion, Confluence, Google Docs, READMEs, and Slack threads. None of it talks to each other.
Tribal Knowledge
Critical context lives in senior engineers' heads. When they leave, years of decisions walk out the door.
Context Switching
Engineers spend 30% of their time searching for answers instead of shipping code.
What if all your engineering knowledge was automatically connected, always current, and instantly accessible?
Four Pillars of Engineering Context
Code Intelligence
Every line of code, understood
- Semantic analysis of your entire codebase
- Auto-generated architecture diagrams
- Dependency mapping and impact analysis
People Context
Know who knows what
- Map expertise to team members automatically
- Identify knowledge silos before they become risks
- Route questions to the right expert instantly
Living Knowledge
Documentation that never dies
- Knowledge lake that evolves with every PR
- Auto-updating learning paths and docs
- No more stale wikis or outdated READMEs
AI-Native Search
Ask anything, get answers
- Conversational access to your entire context
- Answers grounded in your actual code and docs
- No hallucinations—only verified knowledge
From Raw Data to Actionable Context in Three Steps
Connect Your Sources
Link your GitHub repos, project management tools, and existing documentation. One-click integrations, zero migration.
AI Builds Your Knowledge Graph
Our engine analyzes code semantics, extracts relationships, and connects people to projects. Updates automatically with every commit.
Query Your Context Instantly
Ask questions in natural language. Get answers grounded in your actual codebase, with sources and links to the original code.
See Your Entire Engineering Context, Connected
The Knowledge Graph visualizes relationships between code, people, and projects that would otherwise remain invisible.
Automatically maps code ownership based on commit history and PR reviews
Links bugs to the features and code files they impact
Surfaces who has context on what—before you interrupt them
The Knowledge Lake stores semantic embeddings of all your docs, code, and conversations
Ready to Unify Your Engineering Context?
Stop losing knowledge to silos, turnover, and scattered docs. Build a living system of context that grows with your team.