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

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

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3 min read
We Can't Write the Perfect Prompt on the First Try — And That's the Point

We Can't Write the Perfect Prompt on the First Try — And That's the Point

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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

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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

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3 min read
Contextual Code Review
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Contextual Code Review

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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"

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5 min read
Stop Fragmenting Information
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Stop Fragmenting Information

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5 min read
Giving AI Roles and Names
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Giving AI Roles and Names

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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

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4 min read
Building Shared Memory with AI
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Building Shared Memory with AI

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5 min read
Refactor Anytime
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Refactor Anytime

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4 min read
Micromanaging AI Doesn't Scale
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Micromanaging AI Doesn't Scale

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4 min read
Scope Management Is Not Micromanagement
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Scope Management Is Not Micromanagement

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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

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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

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2 min read