Claude Code Says 'All Tests Pass' but CI Goes Red — Designing Around Exit Code Pitfalls
Locally, Claude Code reports 'all tests pass.' You push it, and GitHub Actions turns red within minutes. The root cause is usually not Claude Code itself but how the shell and the test runner interpret exit codes. Here is a practical, experience-backed walkthrough.
Build a Pipeline Where Docs Update Automatically Every Time Your Code Changes
Build a CI/CD pipeline that auto-generates README, CHANGELOG, and API docs whenever code changes. Use Claude Haiku 4.5 for cost-efficient classification and Sonnet 4.6 for quality output — cutting API costs by up to 70% while keeping documentation accurate.
Productionizing a Claude Design Prototype — Single Source, CI, and OGP Auto-Generation
Turn a Claude Design prototype into something that survives production with Claude Code. The call to keep the generated runtime as your foundation, separating logic with a mixin, a single-source data design around a ledger CSV, and CI auto-updates with real-browser OGP capture — implementation included.
Before Per-PR CI Burns Through Your Monthly Credits: A Three-Layer Guard for Claude Code GitHub Actions
From June 15, Claude Code GitHub Actions bills against non-rolling monthly credits. Run a review on every PR and you can drain the month in the first week. Here is a three-layer guard — when to run, how heavy one run can get, and making spend visible — with working workflows.
Shipping Production-Quality Go REST APIs with Claude Code — Gin, GORM, Docker, and CI/CD with the Judgment Calls That Matter
A hands-on walkthrough of building a production-quality REST API with Claude Code and Go — Clean Architecture with Gin and GORM, graceful shutdown, minimal Docker images, and GitHub Actions, with the operational judgment calls AI won't make for you.
Multi-Agent Skill Architecture with gh skill — Versioning, CI/CD, and Agent-Specific Optimization
A production-grade approach to managing SKILL.md across teams using gh skill. Covers repository structure, semantic versioning, GitHub Actions automation, agent-specific optimization, and monorepo patterns.
Setting Up Claude Code's GitHub PR Trigger for Automated Code Review
A step-by-step guide to configuring Claude Code's GitHub PR trigger, writing effective CLAUDE.md review policies, and what two weeks of real usage taught me about keeping the signal-to-noise ratio high.
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.
Automate Project Initialization with Claude Code — From CLAUDE.md Design to CI/CD Setup
A practical guide to fully automating project initialization with Claude Code. From CLAUDE.md design patterns and scaffolding automation to Git hooks and CI/CD pipeline setup — all covered systematically.
Claude Code HTTP Hooks × GitHub Actions Integration Guide — Production Patterns for Automated Code Review, Testing, and Deployment
A deep dive into integrating Claude Code HTTP Hooks with GitHub Actions to build production-grade pipelines for automated code review, quality checks, and deployment — with detailed code examples throughout.
Unity × Claude Code Advanced Workflow — Shader Generation, CI/CD & Performance Optimization
Advanced Unity development with Claude Code. Auto-generate custom shaders, build CI/CD pipelines, and implement performance profiling—with production-tested code.
Claude Code CI/CD Integration Guide — GitHub Actions
Learn how to integrate Claude Code with GitHub Actions for automated PR reviews, issue handling, and code generation.