Claude Code × Docker — DevContainers, Multi-Stage Builds, and Production Deployment
A practical guide to production-grade development workflows combining Claude Code and Docker. From DevContainer setup and multi-stage build optimization to GitHub Actions CI/CD and Kubernetes deployment — with practical code examples throughout.
Claude API Webhooks & Async Processing: Error Patterns and Recovery Strategies
A practical guide to handling errors when integrating Claude API with webhooks and async pipelines. Covers timeouts, duplicate processing, idempotency, dead-letter queues, circuit breakers, and graceful degradation with full Python examples.
Claude Code × Go: Production-Grade REST API Development — Gin, GORM, Docker & GitHub Actions
Build production-grade Go REST APIs with Claude Code. Covers Gin, GORM, PostgreSQL, Docker multi-stage builds, JWT auth, and GitHub Actions CI/CD.
Production-Ready Stateful AI Agents with Claude API + LangGraph: Graph-Based Design, Persistence, and Human-in-the-Loop
Implementation patterns for running stateful LangGraph + Claude API agents in production: why from_conn_string fails at compile(), how the recursion_limit default changed, and the schema-evolution trap that breaks interrupt() resumption.
An Implementation Notebook for Shipping Android/Kotlin Apps to Google Play with Claude Code
A production notebook from years of running an indie Android app business. Compose × Hilt × Room design calls, ProGuard crash triage, and a 14-item pre-release checklist that goes in front of every Google Play AAB upload.
Claude Code × Python FastAPI in Production — Architecture, pytest, and Docker Deployment
Building production-ready Python FastAPI servers with Claude Code as an AI pair programmer — Pydantic v2, pytest automation, Docker, and CI/CD, with working code at each step.
MCP Server Production Deployment, Security, and Monetization — Your Roadmap to Launching MCP as a SaaS
Deploy and monetize MCP servers: OAuth 2.0 auth, rate limiting, Stripe billing, CI/CD, and Cloudflare Workers — TypeScript patterns included.
Claude API × GitHub Actions: Production CI/CD Pipelines for Automated Code Review, Test Generation, and Documentation
Add AI code review, test generation, and PR summaries to GitHub Actions with Claude API. Covers cost control, security, and rate limit strategies.
Claude Sonnet 4.6 — 1M Tokens, Computer Use & Extended Thinking in Production
Claude Sonnet 4.6 production guide: 1M tokens, Computer Use 72.5, Extended Thinking, Opus vs Sonnet cost comparison, and Prompt Caching optimization with code.
Claude API Messages Batches: Cutting Production Costs by Up to 50% with Async Processing
Field notes from running the Claude API Messages Batches API in production. Polling design, composite custom_id keys, the 29-day result expiry trap, and the real cost numbers from three months of nightly batches.
Building Production-Ready AI Apps with Claude API × Supabase — pgvector RAG, Realtime Sync & Row Level Security Integration Guide
Build production AI apps with Claude API and Supabase. Implement RAG with pgvector, multi-tenant RLS, and real-time streaming in one integrated architecture.
Building Self-Healing AI Agents with Claude API — Error Detection, Auto-Recovery, and Graceful Degradation Patterns for Production
Learn how to build production-grade AI agents that automatically detect failures and self-heal using Claude API. Covers retry strategies, fallback chains, Supervisor patterns, and observability pipelines.