Blog

Field notes for AI engineering.

Essays, experiments, implementation notes, and failure analyses around LLM systems and agents.

Jun 9, 2026

Stop Prompting Coding Agents. Start Designing Loops.

The real shift in AI coding is not from bad prompts to better prompts. It is from human-driven conversations to systems that can observe, verify, remember, and decide when to ask the agent again.

Agents
LLMs
AI Engineering
Coding Agents
Loop Engineering

Jun 9, 2026

Why I'm Writing About LLM Systems and Agents

A first note on building a public learning practice around LLM systems, agents, evaluation, and the engineering habits behind them.

LLMs
Agents
AI Engineering
Writing