Onboard faster
Searchable architecture, walkthroughs, and conventions - not a scavenger hunt.
workspace
Use cases
Built for private GitHub teams that need faster onboarding, safer AI edits, and docs that keep up with the code.
Who it's for
The new engineer
Productive in an unfamiliar repo in days, not weeks.
The AI agent
Follows house conventions on the first try.
The maintainer
Docs stay current without owning the wiki chores.
The eng lead
Sees doc gaps and what shipped, at a glance.
Where it helps
Searchable architecture, walkthroughs, and conventions - not a scavenger hunt.
workspace
Generated docs, Markdown, conventions, and gaps in one workspace.
search
MCP conventions, commands, and citations before the first edit.
mcp
Spot weak or stale coverage on high-change paths early.
doc gaps
Merge-time checks, then one reviewable docs-only PR on Friday (Pro and Team).
friday cleanup
One place for hires, reviewers, and agents to understand the repo.
highlights & notes
Shared context
Generated explanations are built for reading, searching, highlighting, and learning deeply.
The MCP layer gives agents short, structured context, fewer tokens than re-crawling the repo on every prompt.
Connect it and see what the first index finds. 14-day trial, no charge today.