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Replacing Fragile CSS Selectors with LLM-Powered Zero-Shot JSON Extraction

Replacing Fragile CSS Selectors with LLM-Powered Zero-Shot JSON Extraction

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8 min read
I built a CLI tool that explains any error in plain English — just pipe it

I built a CLI tool that explains any error in plain English — just pipe it

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1 min read
Hot-swapping GGUF models kernel-panicked my M4 Mac: wired memory, llama.cpp, and why we restart the server instead

Hot-swapping GGUF models kernel-panicked my M4 Mac: wired memory, llama.cpp, and why we restart the server instead

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5 min read
What Is an MCP Proxy - And When Do You Actually Need a Gateway Instead?

What Is an MCP Proxy - And When Do You Actually Need a Gateway Instead?

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7 min read
When Gatekeepers Panic: The Encyclopédie, Open AI Models, and the Politics of Accessible Knowledge

When Gatekeepers Panic: The Encyclopédie, Open AI Models, and the Politics of Accessible Knowledge

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22 min read
Retrieval-Augmented Self-Recall — Part 3: Teaching RAG to Say \"I Don't Know\

Retrieval-Augmented Self-Recall — Part 3: Teaching RAG to Say \"I Don't Know\

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5 min read
My AI agent tried to ship a mistake we'd already reverted

Vanishing reasoning between AI sessions

My AI agent tried to ship a mistake we'd already reverted

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3 min read
Stop guessing your AI bill: one endpoint for GPT-5.5, Claude & Gemini at a flat per-call price

Stop guessing your AI bill: one endpoint for GPT-5.5, Claude & Gemini at a flat per-call price

Comments 2
2 min read
Your RAG System Is Lying To You About That Table

Your RAG System Is Lying To You About That Table

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Comments 2
4 min read
A Chinese 8B model beat the Western 8B models at Japanese RAG. I still wouldn't put it in the default deployment — and that distinction is the point.

A Chinese 8B model beat the Western 8B models at Japanese RAG. I still wouldn't put it in the default deployment — and that distinction is the point.

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4 min read
Structured Output Gives You Syntax. It Doesn't Give You Semantics

Structured Output Gives You Syntax. It Doesn't Give You Semantics

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5 min read
Why I quit SaaS AI observability tools and built a local proxy instead

Why I quit SaaS AI observability tools and built a local proxy instead

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2 min read
RAG should never be your default

RAG should never be your default

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3 min read
AI Agents Remember Facts But Can't Learn From Mistakes — Here's a Fix Tags: ai, agents, machinelearning, python, opensource

AI Agents Remember Facts But Can't Learn From Mistakes — Here's a Fix Tags: ai, agents, machinelearning, python, opensource

Comments 2
3 min read
AI Claim Verification Pipeline: Stop Hallucinations Before They Reach Customers

AI Claim Verification Pipeline: Stop Hallucinations Before They Reach Customers

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9 min read
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