prompt-to-production

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Notes on AI-Integrated Development: Context Hoarding, Tool Thrashing, and 6 Other AI Coding Mistakes I Make Weekly

Notes on AI-Integrated Development: Context Hoarding, Tool Thrashing, and 6 Other AI Coding Mistakes I Make Weekly

Plus the uncomfortable truths about AI development that marketing won't tell you

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Hou C.
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Notes on AI-Integrated Development: The 4-Layer Defense System That Stops AI From Shipping Broken Code

Notes on AI-Integrated Development: The 4-Layer Defense System That Stops AI From Shipping Broken Code

Context engineering, interface selection, safety gates, and scale-ready patterns

Hou C.
Hou C.
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Notes on AI-Integrated Development: The 3 Modes of AI-Integrated Coding

Notes on AI-Integrated Development: The 3 Modes of AI-Integrated Coding

Sharing patterns from personal projects that predict whether AI will help or hurt - after burning countless hours on abandoned code

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Hou C.
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Treat Your PRs Like APIs: The Prompt That Makes It Happen

Treat Your PRs Like APIs: The Prompt That Makes It Happen

Ship safer and faster by automating your PR descriptions

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Hou C.
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How to Write Prompts That Generate Reusable, Maintainable Code

How to Write Prompts That Generate Reusable, Maintainable Code

Most developers prompt for code. The better ones prompt for structure.

Hou C.
Hou C.
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From Unclear Ticket to Aligned Spec: A Before/After Walkthrough

From Unclear Ticket to Aligned Spec: A Before/After Walkthrough

Instead of jumping into implementation, start complex features with a clarification prompt—when it's worth the time.

Hou C.
Hou C.
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Start Here: The AI-Native Engineering Canon

Start Here: The AI-Native Engineering Canon

A working library of systems, workflows, and artifacts for developers building with LLMs.

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Hou C.
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Build Systems, Not Just Code: The Prompt-to-Production Playbook for AI-Native Devs

Build Systems, Not Just Code: The Prompt-to-Production Playbook for AI-Native Devs

Build smarter, not just faster: A practical system for AI-native software development.

Hou C.
Hou C.
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From Prompt to Production: A Developer Workflow for Building with AI

From Prompt to Production: A Developer Workflow for Building with AI

Stop using AI for one-off tasks. Start using it to ship production code.

Hou C.
Hou C.