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Specify framework versions
e.g., 'Next.js 14', 'Python 3.11' for accurate, up-to-date code
Request error handling & types
Ask for TypeScript definitions and try-catch blocks
Get step-by-step breakdowns
Request explanations before code for complex logic
Set up effective CI/CD pipeline. Stages: 1. Source (code commit triggers pipeline). 2. Build (compile, dependency installation). 3. Test (unit, integration, e2e tests). 4. Code Quality (linting, code coverage, SonarQube). 5. Security Scan (dependency vulnerabilities, SAST). 6. Deploy to Staging (automated). 7. Deploy to Production (manual approval or automated). Tools: GitHub Actions, GitLab CI, Jenkins, CircleCI. Use Docker for consistent environments. Parallel jobs for speed. Fail fast. Notifications on failure. Blue-green or canary deployments. Infrastructure as Code (Terraform). Measure: deployment frequency, lead time, MTTR.