Blog
Practical guides on shipping code with AI agents — without losing control.
You're Pushing Code to Production That You Don't Understand. Let's Talk About It.
Most developers using AI agents are shipping code they didn't write and can't fully explain. The 400-line PR you rubber-stamped, the architecture decisions you didn't make — here's what that costs and how to fix it.
How to Structure Your AI Coding Agent So It Stops Wasting Your Time
AI agents are powerful but unstructured. Here's a practical framework for giving them memory, roles, and guardrails — so they ship clean code instead of creating messes you have to clean up.
Harness Engineering: Why the Wrapper Around Your AI Agent Matters More Than the Model
2025 was agents. 2026 is agent harnesses. The infrastructure that wraps your AI coding agent — memory, skills, approval gates, context management — determines whether it ships clean code or creates messes.
Why Your AI Agent Goes Off the Rails (And How to Fix It)
The five patterns that cause AI coding sessions to spiral into wasted hours, and the structural fixes that prevent each one.
Spec-Driven Development With AI Agents: From 'Prompt and Pray' to 'Specify and Ship'
Spec-driven development is replacing ad-hoc prompting as the standard way to work with AI coding agents. Write the spec first, let the agent implement. Here's how it works — and why Archie was built around this pattern.
Claude Code for Structured Development: A Complete Guide
How to set up Claude Code with persistent memory, role-based skills, and approval gates for production-quality development workflows.
AI Coding Agents Don't Understand Mobile. Here's How to Fix That.
Your AI agent writes great web code but produces garbage mobile code. Platform differences, native modules, app store rules — here's why mobile development needs a different approach to AI-assisted coding.
Your Senior Engineer Lives on Your Machine Now
AI coding agents are fast but reckless. What if they worked like a senior engineer — designing before coding, remembering your architecture, and asking before acting?
The CLAUDE.md Every React Native Project Needs
React Native has unique challenges — platform-specific code, native modules, navigation stacks, and app store requirements. Here's the enterprise-grade CLAUDE.md that keeps your AI agent writing production-quality mobile code.
AI Pair Programming in 2026: The Complete Guide
Everything you need to know about AI pair programming — from basic setup to advanced workflows with persistent memory, role separation, and approval gates.
How I Ship React Native Features 3x Faster With a Structured AI Workflow
A mobile developer's guide to using structured AI agents for React Native — from feature design to app store submission. Real workflow, real patterns, real results.
I'm a Solo Dev Shipping a SaaS With an AI Agent. Here's My Exact Workflow.
How a solo developer uses a structured AI coding agent to ship production SaaS features — from idea to merged PR — without a team.
How Our Dev Team Runs 3 AI Agents in Parallel Without Chaos
A team lead's guide to running multiple AI coding agents simultaneously — with task isolation, shared memory, and clean git workflows.
How I Ship 3x More Client Projects Using AI as My Pair Programmer
A freelance developer's guide to using structured AI agents to ship client work faster — with better code quality, cleaner handoffs, and fewer revision cycles.
The CLAUDE.md File Every Next.js Project Needs
App Router, Server Components, Server Actions — your AI agent needs specific rules for modern Next.js. Here's the enterprise-grade CLAUDE.md that prevents the most common mistakes.
How to Write a CLAUDE.md for React Projects That Actually Works
React's flexibility is the problem. A good CLAUDE.md gives your AI agent clear rules on state management, component patterns, and feature boundaries.
CLAUDE.md for Node.js: Stop Your AI Agent from Writing Spaghetti Express Code
Express gives zero structure by default. This CLAUDE.md enforces three-layer architecture, Zod validation, proper error handling, and database patterns.
Writing a CLAUDE.md for Go Projects: Idiomatic Patterns Your AI Agent Misses
Go's simplicity is deceptive. Your AI agent needs rules for project layout, interface placement, error wrapping, and context propagation.
The CLAUDE.md That Keeps Your AI Agent Writing Modern Angular
Angular has changed fast — standalone components, signals, @defer. Without a CLAUDE.md, your AI agent generates outdated patterns.