keel

Write Architecture Decision Records when choosing between real alternatives.

When the agent loop is stuck: capture, shrink, recover.

REST/JSON API consistency: resources, errors, pagination.

Structured review output with severities and explicit approval gate.

Systematic debug: reproduce, isolate, fix, prevent.

Consistent error strategy across layers.

Branch, commit, and PR conventions without ceremony.

Measure before optimizing; avoid cargo-cult perf.

Turn a request into a short implementation plan with risks and tests.

Small PRs with test evidence and rollback notes.

Idiomatic Python: typing, packaging, pytest, safe I/O.

Safe refactor sequence with characterization tests.

Version, changelog, and tag without drama.

Idiomatic Rust: errors, modules, testing, unsafe discipline.

Prevent and remediate secret leaks.

Security checklist for auth, input, secrets, and dangerous sinks.

Red-green-refactor workflow with coverage expectations for new work.

What to test at unit vs integration vs e2e.

Idiomatic TS: types at boundaries, async safety, modules.

Pre-merge verification: build, test, lint, diff sanity.