Summary
Hands-on Cursor workshop in Houston on keeping agents aligned with repo standards and shipping safer automations in real codebases.
Why it matters
Coding agents are easy to demo but hard to operationalize—drift and inconsistent output are what slow reviews and create production risk.
Tokenmaxxing angle
Convert tribal knowledge into guardrails so the agent spends tokens on meaningful diffs (tests, fixes, refactors) instead of thrashing on style and architecture.
Source takeaway
The event focuses on using Cursor in production without agent drift, turning best practices and code-review feedback into reusable repo guardrails.