Your team and a thousand agents, working as one
Correct one agent, and every agent on your team learns.
Works withClaude CodeCursorCodex
Your corrections become
team lessons automatically
MayaClaude Code
Adding an index to the orders table.
Build it concurrently. A plain index locks orders for minutes.
Lesson sharedShared with 40 teammatesTPSJ
Your whole team,
in every agent
JonClaude Code
Rotate the payment provider keys.
AAlex's lesson · Alex left in June
New key first, then switch traffic, then revoke the old one.
Keys rotated with no failed payments.
SamCursorFirst week
Add a refunds endpoint.
TTom's lesson
Refunds go through the ledger service. Never write to the payments table.
Merged on the first try.
TomCodex
Fix the failing checkout build.
PPriya's lesson · used in 31 sessions this week
Run only the tests you affect. The full suite takes 40 minutes.
Fixed. Checks passed in 4 minutes.
Your agents get better
every week
Sessions that needed no correction