Fixing Bugs — Strict TDD Red/Green Bug Fix Cycle
by Cristhian Zanforlin Lousa
Fixes bugs test-first: reproduce with a failing test, apply the minimum fix, prove it green, then run the full suite.
by Cristhian Zanforlin Lousa
Fixes bugs test-first: reproduce with a failing test, apply the minimum fix, prove it green, then run the full suite.
by Cristhian Zanforlin Lousa
Writes spec-driven tests (AAA, should_X_when_Y) and runs them through an 8-step pre-commit check with a coverage gate.
by Cristhian Zanforlin Lousa
Writes a conventional-commit PR title, commit message and short description from your diff, printed in chat to paste.
by Cristhian Zanforlin Lousa
Writes PRDs, one-pagers and PR-FAQs that lead with an evidenced problem, explicit non-goals and testable criteria.
by Cristhian Zanforlin Lousa
Treats your cURL as the acceptance test: runs it before and after a fix, checks the database, and probes negative cases.
by Cristhian Zanforlin Lousa
Replaces "it worked once" with evals for LLM features: expected behavior first, pass@k / pass^k, code/model/human graders.
by Cristhian Zanforlin Lousa
Plans and interprets load tests (smoke, stress, spike, soak, breakpoint) with realistic workloads and SLO thresholds.
by Cristhian Zanforlin Lousa
Makes code, tests and Docker builds behave the same on Linux, macOS and native Windows, and catches POSIX-only assumptions.
by Cristhian Zanforlin Lousa
Ship Langflow Components safely: permanent names, typed inputs/outputs, AI runtime rules, ComponentTestBase tests.
by Cristhian Zanforlin Lousa
Reviews a pull request and writes a paste-ready, first-person review ordered by severity, with file:line evidence.
by Cristhian Zanforlin Lousa
Build features test-first in nine strict phases: design, failing test, minimum code, refactor, validate, slice by slice.
by Cristhian Zanforlin Lousa
Security-first production code: threat questions, a reuse ladder, SOLID, file-size limits, structured logs, data rules.
by Cristhian Zanforlin Lousa
A five-step recovery loop for when the agent itself is stuck: looping, drifting, out of context or trusting stale state.