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A Reader Audited My OSS Release in Public. He Found the Contradictions I Missed.

A Reader Audited My OSS Release in Public. He Found the Contradictions I Missed.

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7 min read
I Trained a 6.4M-Parameter Transformer From Scratch to Talk About Recipes

I Trained a 6.4M-Parameter Transformer From Scratch to Talk About Recipes

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5 min read
I Almost Shipped a RAG Assistant That Lied About APIs That Don't Exist

Adversarial testing reveals RAG failure modes

I Almost Shipped a RAG Assistant That Lied About APIs That Don't Exist

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8 min read
Loop Engineering Is Mostly Papering Over a Model That Won't Converge

Loop Engineering Is Mostly Papering Over a Model That Won't Converge

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4 min read
I built a CLI that tells you if your codebase fits an LLM's context window

I built a CLI that tells you if your codebase fits an LLM's context window

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2 min read
I built a production AI agent as a Honda service advisor. Then I read the textbook.

I built a production AI agent as a Honda service advisor. Then I read the textbook.

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7 min read
CacheGuard

CacheGuard

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6 min read
Claude Opus 5 leads on agentic work — and undercuts Fable 5 on cost

Claude Opus 5 leads on agentic work — and undercuts Fable 5 on cost

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2 min read
Engineering 24/7 Autonomous Agent Daemons: LangGraph Cyclic StateGraphs, NVIDIA NIM, DeepSeek-R1 & Hermes-3

Engineering 24/7 Autonomous Agent Daemons: LangGraph Cyclic StateGraphs, NVIDIA NIM, DeepSeek-R1 & Hermes-3

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11 min read
OpenAI's model escaped its sandbox and hacked Hugging Face to cheat on a test

OpenAI's model escaped its sandbox and hacked Hugging Face to cheat on a test

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3 min read
Stress-testing my Multi-LLM engine: 93 chunks, 8 models, and one "Insufficient Balance" error.

Stress-testing my Multi-LLM engine: 93 chunks, 8 models, and one "Insufficient Balance" error.

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2 min read
Self-Hosting vLLM on Cloud GPUs in 2026: Sub-180ms LLM Inference for Autonomous AI Agents (Full Production Guide)

Self-Hosting vLLM on Cloud GPUs in 2026: Sub-180ms LLM Inference for Autonomous AI Agents (Full Production Guide)

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5 min read
Our LLM Judges Called Human Writing "AI-Flavored" 88% of the Time

Our LLM Judges Called Human Writing "AI-Flavored" 88% of the Time

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3 min read
We Taught Our Code Search to Think — Here's What Broke (and What Fixed It)

We Taught Our Code Search to Think — Here's What Broke (and What Fixed It)

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3 min read
Evaluating Amazon Bedrock Knowledge Base RAG using LLM-as-a-Judge

Evaluating Amazon Bedrock Knowledge Base RAG using LLM-as-a-Judge

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1 min read
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