Field notes from the AI-native SDLC.
What I'm learning shipping agent-built software in production: debugging loops, throughput math, the metrics that actually move.
May 19, 2026
The Lazy Boundary
May 14, 2026
Rebuilding the SDLC for AI Throughput
May 14, 2026Pythonpytest
Anatomy of a Two-Day Pytest Debugging Loop
Apr 24, 2026Software Engineeringengineering leadership
75% Is the Wrong Metric
Apr 21, 2026AI#ai-tools
Claude 4.7 Will Quietly Break Your Prompts and Harness. Here's How to Fix Them.
Apr 7, 2026AISDLC
The Power of Constraints
A Small Experiment in Skipping the Engineering Team
Apr 3, 2026AISoftware Engineering
Your Engineering Floor Stopped Coding. Now What?
Apr 2, 2026AISoftware Engineering
This Week in AI Infrastructure: Custom Agent Training, Open-Source Voice, and the End of robots.txt
Apr 1, 2026AISoftware Engineering
A Text File Beats an Intelligent Agent (And the Data Proves It)
Mar 31, 2026AISoftware Engineering
The Real Lesson From GitHub's PR Ads Debacle
Mar 31, 2026AIRAG
The Retrieval Layer Just Became an Agent
Mar 30, 2026AIcybersecurity
Stanford Just Made AI Agent Containment a One-Liner
Mar 26, 2026AISoftware Engineering
AI Doesn't Have a Generation Problem. It Has a Verification Problem.
Mar 24, 2026AISoftware Engineering
Your AI Coding Tool Runs on a Model You've Never Heard Of. That's the Point.
Mar 16, 2026AISoftware Engineering
Agentic Engineering Has a Name Now
Mar 13, 2026AISoftware Engineering
The Prototype Mirage
Mar 13, 2026AIopenclaw
From Vibe Coding to Agentic Engineering
270,000 Lines, One Week, and the Discipline of Constraints
Mar 12, 2026AISoftware Engineering
The Multi-Agent Stack Takes Shape
Mar 10, 2026
tmux + Claude Code on macOS: The Complete Setup Guide
Mar 9, 2026AI#ai-tools
Directed Experimentation — Keeping Abreast of the Latest Advances