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Practical Loop Engineering

Goals, loops, and the discipline of not delegating your judgment

Agentic Code Quality

Quality now depends on the constraints you set around your agents.

Software Factories, Light and Dark

A software factory is harnessing loops at scale.

Own the Outer Loop

Why loop engineering needs a human at the boundary

Agentic Autonomy Levels

A working model of autonomy for agentic engineering

Agentic Code Review

Why review is the most leveraged skill in software right now.

Loop Engineering

Loop engineering is replacing yourself as the person who prompts the agent.

Long-running Agents

A long-running AI agent can keep making progress over hours, days, or weeks.

The Agent Stack Bet

The bet every serious developer needs to make on on their agent stack

Is the IDE dead?

How Agent orchestration is replacing the editor as the center of developer work

14 More lessons from 14 years at Google

This time about teams, trust, and the systems around the code.

The 80% Problem in Agentic Coding

Managing comprehension debt when leaning on AI to code

How to write a good spec for AI agents

How to structure, plan, and iterate for high-performance coding agents

Code Review in the Age of AI

AI writes faster. Humans still have to prove it works.

How Good Is AI at Coding React (Really)?

A data-driven look at what AI can and can’t do for React developers - and what you can do about it

My LLM coding workflow going into 2026

Best practices for staying in control while coding with AI

21 Lessons from 14 Years at Google

On code, careers, and the human side of engineering

Treat AI-Generated code as a draft

Keep human eyes, judgment, and ownership at the center of AI written code

Critical Thinking during the age of AI

Who, what, where, when, why, how

Conductors to Orchestrators: The Future of Agentic Coding

From micro-manager to macro-manager: coding's asynchronous future