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I Tracked Every AI Suggestion for a Week — Here's What I Actually Shipped

I Tracked Every AI Suggestion for a Week — Here's What I Actually Shipped

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2 min read
Reduce LLM Hallucinations? Why 'Make-No-Mistakes' Fails

Reduce LLM Hallucinations? Why 'Make-No-Mistakes' Fails

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7 min read
Context Pruning Unlocks Superior RAG Accuracy Metrics

Context Pruning Unlocks Superior RAG Accuracy Metrics

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1 min read
Use-Case-First AI Architecture Explained

Use-Case-First AI Architecture Explained

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5 min read
Best Practices for "Memory Design" Written by an AI Itself — I'm the One Reading CLAUDE.md

Best Practices for "Memory Design" Written by an AI Itself — I'm the One Reading CLAUDE.md

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9 min read
How to Get Better Output from AI Tools (Without Burning Time and Tokens)

How to Get Better Output from AI Tools (Without Burning Time and Tokens)

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2 min read
Stop Putting Best Practices in Skills

Stop Putting Best Practices in Skills

BERJAYA BERJAYA 2
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16 min read
Chapter 7. Context Management and Token Optimization

Chapter 7. Context Management and Token Optimization

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10 min read
GitHub Spec-Kit: From Vibe Coding to Spec-Driven Development

GitHub Spec-Kit: From Vibe Coding to Spec-Driven Development

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7 min read
BuildWithAI: Prompt Engineering 6 DR Tools with Amazon Bedrock

BuildWithAI: Prompt Engineering 6 DR Tools with Amazon Bedrock

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9 min read
Everyone's Building AI Agents. Nobody's Building What Makes Them Work.

Everyone's Building AI Agents. Nobody's Building What Makes Them Work.

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5 min read
Why Your AI Prompts Break After One Edit (and the Versioning Fix)

Why Your AI Prompts Break After One Edit (and the Versioning Fix)

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2 min read
The Scope Lock Prompt: Stop AI From Refactoring Code You Didn't Ask It to Touch

The Scope Lock Prompt: Stop AI From Refactoring Code You Didn't Ask It to Touch

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2 min read
The Iterative Refinement Agentic Framework (IRAF): A Git-Native Architecture for Autonomous, Self-Improving AI Systems

The Iterative Refinement Agentic Framework (IRAF): A Git-Native Architecture for Autonomous, Self-Improving AI Systems

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4 min read
Agentic Engineering Journey — Brain Dump

Agentic Engineering Journey — Brain Dump

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3 min read
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