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Why My RAG App Kept Hallucinating (and How I Fixed It)

Why My RAG App Kept Hallucinating (and How I Fixed It)

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3 min read
We Built the Loops Both Anthropic and OpenAI Are Now Telling Engineers to Write. Here's the Architecture.

We Built the Loops Both Anthropic and OpenAI Are Now Telling Engineers to Write. Here's the Architecture.

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5 min read
A Jailbroken Claude Code Breached Nine Government Agencies. Here's What That Actually Means.

A Jailbroken Claude Code Breached Nine Government Agencies. Here's What That Actually Means.

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3 min read
Unload All llama.cpp Router Models Without Restarting

Unload All llama.cpp Router Models Without Restarting

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9 min read
Problem Framing: The Cost of Naiveté

Problem Framing: The Cost of Naiveté

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6 min read
Understanding Tools in the Agentic Framework

Understanding Tools in the Agentic Framework

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10 min read
DeepSeek V4 vs Claude Opus 4.5 for coding: benchmark comparison

DeepSeek V4 vs Claude Opus 4.5 for coding: benchmark comparison

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6 min read
5 silent failure patterns which I found analyzing 50+ real agent traces

5 silent failure patterns which I found analyzing 50+ real agent traces

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2 min read
I Didn't Trust the AI Memory Until I Built This

I Didn't Trust the AI Memory Until I Built This

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14 min read
wiki42: compile a markdown wiki into RAG-ready chunks

wiki42: compile a markdown wiki into RAG-ready chunks

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1 min read
A3M Router: 99.5% LLM Routing Accuracy Without ML — How We Built It

A3M Router: 99.5% LLM Routing Accuracy Without ML — How We Built It

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4 min read
How Much Does It Actually Cost to Run a Local LLM? (€ per Million Tokens, Measured)

How Much Does It Actually Cost to Run a Local LLM? (€ per Million Tokens, Measured)

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2 min read
What I learned building memory for Claude Code — measured against the popular alternative

What I learned building memory for Claude Code — measured against the popular alternative

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8 min read
The Insight-Free Property of Vendor RAGs — A Feature, Not a Bug

The Insight-Free Property of Vendor RAGs — A Feature, Not a Bug

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6 min read
Hardware Guide: What Do You Actually Need to Run Local LLMs?

Hardware Guide: What Do You Actually Need to Run Local LLMs?

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7 min read
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