Search Results

Declarative intermediate schema pattern for AI agent task execution: intent capture, schema validation, execution planning, and result verification. Separates what from how in agent workflows.

CAPA system management for medical device QMS. Covers root cause analysis, corrective action planning, effectiveness verification, and CAPA metrics. Use for CAPA investigations, 5-Why analysis, fishbone diagrams, root cause determination, corrective action tracking, effectiveness verification, or CAPA program optimization.

Verification loop for Django projects: migrations, linting, tests with coverage, security scans, and deployment readiness checks.

Interactive installer for agent harness configurations: guided skill and rule selection, merge/overwrite detection, path verification, and optimization.

Verification loop for Laravel: env checks, linting, static analysis, tests with coverage, security scans, and deployment readiness.

OWASP Top 10 security checklist with code patterns for secrets management, input validation, SQL injection prevention, XSS, CSRF, rate limiting, and pre-deployment security verification.

Verification loop for Spring Boot: build, static analysis, tests with coverage, security scans, and diff review before release.

Test-driven development enforcement: write-tests-first methodology, RED/GREEN/REFACTOR cycle, 80%+ coverage requirement across unit/integration/E2E, user journey definitions, test pyramid structure, and coverage verification gates.

Pre-PR verification pipeline: sequential build check, type check, lint, test with coverage, security scan, and diff review. Hard stop on build failure. Report all type errors before proceeding.

Migrations, lint, tests, security scans

Lint, static analysis, coverage, security

Build, analysis, coverage, security scans

Pre-PR build/lint/test/security pipeline