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synthaicode

Software architect exploring how humans and AI can collaborate responsibly. I write about system design, decision boundaries, and responsibility structures in AI-assisted development.

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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
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
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
Stop Fragmenting Information
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Stop Fragmenting Information

#ai #soft #systemdesign #architecture
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5 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
The Only Safe Way to Import Legacy Docs: Question-Driven Context Integration
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The Only Safe Way to Import Legacy Docs: Question-Driven Context Integration

#ai #systemdesign #productivity
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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
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
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
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
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
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