Production Readiness Checklist

This skill provides comprehensive checklists to ensure all code meets production-grade standards before deployment.

When to Use

Apply this skill when:

•Preparing code for production deployment
•Conducting final code review before merge
•Verifying system readiness for release
•Implementing quality gates in CI/CD
•Auditing existing production code
•Planning major feature releases
•Setting up new environments
•Establishing deployment procedures

Pre-Commit Checklist (Code Level)

Code Quality (10 items)

Error Handling (8 items)

• All errors are wrapped with context (fmt.Errorf %w)
• No ignored errors (no blank _ assignment)
• Custom error types defined for domain errors
• Error messages are user-friendly
• No error information leaks (no secrets in messages)
• Panic only in main, never in libraries
• Error recovery implemented where needed
• Goroutine errors are properly handled

Testing Coverage (7 items)

• Unit tests exist for all public functions
• Test coverage >= 70%
• Edge cases and error scenarios tested
• Tests use table-driven pattern where applicable
• Mocking used appropriately (not over-mocked)
• Concurrent code tested with race detector
• Tests pass locally with go test -race -cover ./...

Security (8 items)

• No hardcoded secrets or credentials
• Passwords hashed with bcrypt (cost >= 12)
• All inputs validated at API boundary
• SQL injection prevented (parameterized queries)
• Path traversal prevented (validated file paths)
• No sensitive data logged (passwords, tokens, PII)
• TLS used for all external communications
• Authentication/authorization implemented

Pre-Review Checklist (Integration Level)

API Design (6 items)

• RESTful endpoints follow naming conventions
• Request/response DTOs used (not domain models)
• Error responses standardized
• Pagination implemented for large result sets
• API versioning clear (v1, v2, etc.)
• Documentation present (Swagger/OpenAPI)

Database (7 items)

• Migrations are versioned and tested
• Indexes created for frequently queried columns
• Foreign keys properly defined
• No N+1 queries (use preloading)
• Transactions used for multi-step operations
• Connection pool configured correctly
• Performance tested (<100ms typical queries)

Concurrency (5 items)

• Goroutine leaks prevented
• Race detector passes (go test -race)
• Context used correctly (not leaked)
• Timeouts set for all blocking operations
• Resource cleanup guaranteed (defer cleanup)

Kubernetes (6 items)

• K8s client nil-checked for test environments
• Resources labeled properly
• Retry logic for transient failures
• Graceful shutdown implemented
• Resource requests/limits defined
• Probes configured (startup, readiness, liveness)

Pre-Deployment Checklist (System Level)

Configuration Management (8 items)

• All config from environment variables
• No secrets in version control
• Config validation on startup
• Defaults sensible but explicit
• Config documented in README
• Multiple environment configs tested
• Feature flags implemented where needed
• Config hot-reload tested if supported

Logging and Monitoring (8 items)

• Structured JSON logging configured
• Log levels appropriate (Debug, Info, Warn, Error)
• Request IDs tracked through request lifecycle
• Metrics exposed at /metrics endpoint
• Health checks implemented (/health endpoint)
• Readiness/liveness probes work correctly
• Error rates monitored
• Performance metrics baseline established

Performance (6 items)

• API response time < 200ms (p95)
• Database queries < 100ms typical
• K8s API calls < 500ms
• Memory usage < 512MB per pod
• Startup time < 30 seconds
• Load tested with expected traffic

Security (10 items)

Operations (8 items)

• Runbooks written for common issues
• Alert thresholds set and tested
• Rollback procedures documented
• Backup/restore tested
• Disaster recovery plan exists
• On-call documentation complete
• Incident response procedures defined
• Service dependencies documented

Pre-Release Checklist (Quality Gate)

Code Review Completion (5 items)

• Minimum 2 reviewers approved
• All review comments addressed
• No blocking comments remain
• Security review completed
• Architecture review completed

Testing Completion (8 items)

CI/CD Pipeline (8 items)

• All GitHub Actions workflows pass
• Build completes in < 5 minutes
• Docker image builds successfully
• Linting passes (golangci-lint)
• Format check passes (gofmt)
• Vet passes (go vet)
• Dependency check passes
• License check passes (if applicable)

Documentation (7 items)

• README.md updated
• API documentation updated
• Migration guide written (if applicable)
• Changelog entry added
• Code comments added for complex logic
• Architecture decision recorded
• Performance benchmarks updated

Deployment Readiness (8 items)

Production Deployment Checklist

Pre-Deployment (10 items)

Deployment Execution (8 items)

• Deployment performed during planned window
• Deployment leader assigned
• Changes deployed incrementally
• Health checks passing after each step
• Logs monitored during deployment
• Metrics monitored during deployment
• Incidents tracked if any occur
• All steps documented in runbook

Post-Deployment (10 items)

Post-Release (8 items)

• Feature monitored for 24 hours
• Performance metrics stable
• Error rates normal
• User feedback positive
• No critical issues found
• Documentation updated with lessons learned
• Monitoring alerts tuned if needed
• Success communicated to stakeholders

Production Code Compliance

Skills Compliance Verification

Ensure code follows all applicable skills:

code

Mandatory Skills for All Code:
- golang-production-standards (required)
- error-handling-guide (required)
- security-best-practices (if handling user data)

Feature-Specific Skills:
- api-design-patterns (for API endpoints)
- database-best-practices (for database operations)
- kubernetes-integration (for K8s operations)
- testing-best-practices (for test code)
- package-organization (for new packages)
- file-structure-guidelines (for file organization)

Operations Skills:
- monitoring-observability (for logging/metrics)
- cicd-pipeline-optimization (for CI/CD)

Automated Checks

bash

# Code quality checks
go vet ./...
golangci-lint run
gofmt -l .

# Security checks
gosec ./...
trufflehog filesystem ./

# Testing
go test -race -cover -timeout 30m ./...

# Build
go build ./cmd/api
go build ./cmd/scheduler

# Docker
docker build -t platform-go:latest .

# Compliance
grep -r "TODO\|FIXME" --include="*.go" internal/ cmd/ || true
grep -r "print\|println" --include="*.go" internal/ cmd/ || true

Common Failure Scenarios

API Latency High (> 200ms p95)

Checklist:

• Database queries analyzed (use slow query log)
• N+1 queries identified and fixed
• Indexes verified on queried columns
• Connection pool size verified
• Caching strategy reviewed
• Load test results analyzed
• Network latency checked
• Third-party API latency checked

Memory Usage High (> 512MB)

Checklist:

• Goroutine leaks detected with pprof
• Memory profiling run
• Large object allocations identified
• Cache eviction policies checked
• Database connection pool reviewed
• Resource cleanup verified
• GC tuning optimized
• Heap snapshot analyzed

Error Rate Spike (> 1%)

Checklist:

• Error logs analyzed for pattern
• Dependencies health checked
• Database connectivity verified
• Rate limits triggered?
• Circuit breaker states checked
• Resource exhaustion checked
• Configuration changes reviewed
• Network connectivity tested

Build Failure

Checklist:

Metrics to Monitor Post-Deployment

Availability Metrics

code

- Uptime percentage (target: 99.9%)
- Health check pass rate (target: 100%)
- Pod crash rate (target: 0%)
- Service availability (target: 99.9%)

Performance Metrics

code

- API response time p50 (target: <50ms)
- API response time p95 (target: <200ms)
- API response time p99 (target: <500ms)
- Database query time (target: <100ms)
- K8s API call time (target: <500ms)

Error Metrics

code

- Error rate (target: <0.1%)
- 5xx error rate (target: <0.01%)
- Timeout rate (target: <0.01%)
- Panic rate (target: 0%)

Resource Metrics

code

- CPU usage (target: <70%)
- Memory usage (target: <70%)
- Disk usage (target: <80%)
- Network I/O (monitor trends)

Production Standards Verification

All code must satisfy:

code

Code Quality:
- Golangci-lint: all checks pass
- Go fmt: all files formatted
- Go vet: no issues
- Coverage: >= 70%

Security:
- gosec: no high/critical issues
- trufflehog: no secrets found
- Dependencies: no known vulnerabilities

Performance:
- API: <200ms p95
- Database: <100ms
- Memory: <512MB per pod
- Startup: <30s

Testing:
- All tests pass
- Race detector clean
- Integration tests pass
- Load tests pass

Sign-Off Process

Before deployment, require sign-off from:

• Code Owner: Reviewed code changes
• Security Lead: Security review passed
• QA Lead: Testing complete
• DevOps Lead: Deployment plan reviewed
• Product Manager: Feature readiness confirmed

Emergency Rollback

If deployment issues occur:

Note: This checklist is comprehensive. Not all items apply to every release. Customize based on your risk profile and service criticality.