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Keeping a software factory stable at 1,000 PRs a week

Keeping a software factory stable at 1,000 PRs a week

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14 min read
AI-Native SDLC in Practice: Anthropic's Playbook, Spec-Driven Development and AWS AI-DLC

AI-Native SDLC in Practice: Anthropic's Playbook, Spec-Driven Development and AWS AI-DLC

Comments 2
12 min read
Agents tripled commits, but releases only rose 30%: 6 places the extra code piles up before it ships in 2026

Agents tripled commits, but releases only rose 30%: 6 places the extra code piles up before it ships in 2026

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9 min read
My ML Feature Used the Wrong Unit. The Threshold Was 400x Too Large.

My ML Feature Used the Wrong Unit. The Threshold Was 400x Too Large.

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3 min read
Hexaphase: Make the Repo the Memory. An SDLC Framework for Coding with AI

Hexaphase: Make the Repo the Memory. An SDLC Framework for Coding with AI

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3 min read
How I used Google's Elephant-Goldfish Model and Superpowers to build one feature

How I used Google's Elephant-Goldfish Model and Superpowers to build one feature

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7 min read
Zero Data Retention Was in the Contract. Why Did Notion AI Chats Remain Stored?

Zero Data Retention Was in the Contract. Why Did Notion AI Chats Remain Stored?

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5 min read
Who Checks the Checker? Automation Is Creating More Checking Work, Not Less

Who Checks the Checker? Automation Is Creating More Checking Work, Not Less

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6 min read
Your coding agent's "done" is a claim. Plan the checks between steps

Your coding agent's "done" is a claim. Plan the checks between steps

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4 min read
Future directions of travel

Future directions of travel

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3 min read
Deterministic Refactoring: Why AI needs AST-driven visibility to stop polluting codebases

Deterministic Refactoring: Why AI needs AST-driven visibility to stop polluting codebases

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4 min read
Refactor or Rot: Designing a Self-Improving Codebase

Refactor or Rot: Designing a Self-Improving Codebase

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3 min read
Should Junior Developers Learn to Code Without AI First?

Should Junior Developers Learn to Code Without AI First?

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3 min read
Harness Engineering - Best Practices

Harness Engineering - Best Practices

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5 min read
AI Agent Timeouts: Why the Turn, Not the Call, Is the Unit That Fails

AI Agent Timeouts: Why the Turn, Not the Call, Is the Unit That Fails

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2 min read
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