Cross-team knowledge silos
Team A doesn't know how Team B's service works, leading to duplicate work and broken boundaries.
For engineering scale-ups
Scale your dev team without multiplying friction.
At 20+ engineers, informal communication breaks down. Knowledge isolates into sub-teams, docs rot after every sprint, and senior engineers spend half their time explaining legacy decisions.
Scale-Up Drift Audit
32 engineersCross-team knowledge silosResolved
Auto-generated walkthroughs cited to exact code lines
Continuous drift checksSenior interrupt reduction
Eliminate knowledge silos as you scale
The problem
Sound familiar?
Documentation drift
As merge volume surges, wiki documentation falls behind until nobody relies on it.
Senior engineer burn
Staff and tech leads spend hours answering repeat Slack questions and reviewing off-pattern PRs.
The fix
What your org gains
System-wide architecture maps
Auto-generated walkthroughs cited to exact source code lines across all team modules.
Drift catching on merge
Detects when code moves ahead of docs and opens Friday Cleanup PRs automatically.
Self-serve codebase search
Teammates and AI agents get source-cited answers directly without DM interrupts.
FAQ
Questions, answered
Get started
See what the first index finds.
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