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How I reduced AI coding context by 95%

How I reduced AI coding context by 95%

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3 min read
Where Does RAG Actually Cost You Money? I Decided to Stop Guessing.

Where Does RAG Actually Cost You Money? I Decided to Stop Guessing.

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4 min read
Why Most RAG Systems Fail in Production: The Hidden Architecture Problems Behind AI Search

Why Most RAG Systems Fail in Production: The Hidden Architecture Problems Behind AI Search

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12 min read
Take your benchmark to the people who can kill it

Take your benchmark to the people who can kill it

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9 min read
How I turned fragmented LLM quotas into one larger token budget with an MCP server

How I turned fragmented LLM quotas into one larger token budget with an MCP server

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Comments 1
4 min read
Should I Prompt Claude in English? I Analyzed 2,300 of My Own Prompts to Find Out

Should I Prompt Claude in English? I Analyzed 2,300 of My Own Prompts to Find Out

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5 min read
RAG Database Design: SQL, Full-Text Search, Vector Search, and Context Retrieval

RAG Database Design: SQL, Full-Text Search, Vector Search, and Context Retrieval

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14 min read
LLM Narrative Engines, Part 2: Quick Start — Write Your First Contract

LLM Narrative Engines, Part 2: Quick Start — Write Your First Contract

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11 min read
Divergence escalates the wrong population: unanimous misses auto-pass

Divergence escalates the wrong population: unanimous misses auto-pass

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10 min read
What a RAG Pipeline That Actually Works in Production Looks Like

What a RAG Pipeline That Actually Works in Production Looks Like

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9 min read
The Local AI Developer (Part 2): A Reality Check After Real-World Testing

The Local AI Developer (Part 2): A Reality Check After Real-World Testing

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3 min read
"Loop Engineering: How I Stopped My AI Agent From Reward-Hacking Its Own Quality Checks"

"Loop Engineering: How I Stopped My AI Agent From Reward-Hacking Its Own Quality Checks"

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5 min read
I swapped my agent to a 3x smaller model and diffed what actually changed

I swapped my agent to a 3x smaller model and diffed what actually changed

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4 min read
Your Safety Guardrails Just Became an Incident Response Blocker

Your Safety Guardrails Just Became an Incident Response Blocker

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3 min read
AMD drops $5B on Anthropic as Microsoft fine-tunes Alibaba baseline models

AMD drops $5B on Anthropic as Microsoft fine-tunes Alibaba baseline models

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8 min read
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