Connect
Minimal request shape, authentication checks, and first successful response.
Documentation Desk
Practical guides for AI coding Agent tutorials and operations.
install tool and sandboxload repo contextrun testsprepare PR handoffDocumentation Map
Pick the path that matches the workflow question: configure, route models, load context, or hand off a tested change.
Minimal request shape, authentication checks, and first successful response.
Smoke tests, response contracts, and source-backed assumptions before traffic.
Fallback, observability, rate-limit behavior, and production handoff notes.
Refresh decisions and editorial checks for pages that should stay useful.
Latest Docs
Historical archive entries remain available to readers while staying out of RSS, sitemap, and llms.txt.
A practical workflow for mapping sensitive paths to accountable reviewers and enforcing their approval before agent-generated pull requests merge.
Test retries, timeouts, expiration, and scheduled work with controlled clocks instead of wall-clock delays.
Use bounded retries, per-attempt evidence, and expiring quarantine rules to expose intermittent failures without turning a recovered test into a false green.
Build a focused merge gate that catches unsafe regular-expression complexity before an agent-written patch reaches production.
Build a repeatable CI gate that catches memory, goroutine, and open-handle leaks in coding-agent patches before merge.