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Define AI Usage by “Principles” — Not Tips, but Design to Preserve Responsibility —
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Define AI Usage by “Principles” — Not Tips, but Design to Preserve Responsibility —

#ai #architecture #systemdesign #softwareengineering
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3 min read
We Can't Write the Perfect Prompt on the First Try — And That's the Point
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We Can't Write the Perfect Prompt on the First Try — And That's the Point

#ai #architecture #systemdesign #chatgpt
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4 min read
Rethinking Unit Tests for AI Development: From Correctness to Contract Protection
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Rethinking Unit Tests for AI Development: From Correctness to Contract Protection

#ai #architecture #testing #softwaredevelopment
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3 min read
When Documentation Fails: Brute-Force Specification Discovery with AI
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When Documentation Fails: Brute-Force Specification Discovery with AI

#ai #testing #development #architecture
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3 min read
Contextual Code Review
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Contextual Code Review

#ai #programming #softwareengineering #codereview
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4 min read
Why Your AI Needs the Right to Say "I Don't Know"
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Why Your AI Needs the Right to Say "I Don't Know"

#ai #sofg #architecture #promptengineering
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5 min read
Stop Fragmenting Information
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Stop Fragmenting Information

#ai #soft #systemdesign #architecture
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5 min read
Giving AI Roles and Names
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Giving AI Roles and Names

#ai #system #development #productivity
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3 min read
From Plan-Perfectly to Try-and-Improve
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From Plan-Perfectly to Try-and-Improve

#ai #systemde #productivity #architecture
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4 min read
Building Shared Memory with AI
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Building Shared Memory with AI

#ai #pro #productivity #llm
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5 min read
Refactor Anytime
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Refactor Anytime

#ai #pro #produ #architecture
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4 min read
Micromanaging AI Doesn't Scale
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Micromanaging AI Doesn't Scale

#ai #progra #productivity
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4 min read
Scope Management Is Not Micromanagement
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Scope Management Is Not Micromanagement

#ai #programming #productivity
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3 min read
How to Make AI Consolidate Code—Without Micromanagement
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How to Make AI Consolidate Code—Without Micromanagement

#refactoring #architecture #productivity #ai
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3 min read
When AI Gets Stuck, Don’t Fix It — Restart It
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When AI Gets Stuck, Don’t Fix It — Restart It

#ai #produ #prog #promptengineering
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2 min read
The Hidden Trust Problem in AI-Generated Documentation
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The Hidden Trust Problem in AI-Generated Documentation

#productivity #softwaredevelopment #softwareengineering #ai
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4 min read
Designing an AI-Operable Release Workflow
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Designing an AI-Operable Release Workflow

#ai #devop #automation #productivity
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4 min read