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Learning neural networks through mental models

Learning neural networks through mental models

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8 min read
Eight broken tool calls: how six agent frameworks recover

Eight broken tool calls: how six agent frameworks recover

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2 min read
Build a Runnable MCP Loop in Python (stdio streamable-http LLM tool choice)

Build a Runnable MCP Loop in Python (stdio streamable-http LLM tool choice)

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5 min read
Deploying LiteLLM: An Open-Source AI Gateway

Deploying LiteLLM: An Open-Source AI Gateway

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8 min read
Knowing What Your AI Feature Costs Before Finance Does

Knowing What Your AI Feature Costs Before Finance Does

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14 min read
I built an open-source Rust memory engine that cuts AI agent tokens by 96% across 1,000+ turns

I built an open-source Rust memory engine that cuts AI agent tokens by 96% across 1,000+ turns

Comments 4
2 min read
Ontology, Gates, and a Human Backstop: Three Defenses for Enterprise AI That Don't Spin Empty

Ontology, Gates, and a Human Backstop: Three Defenses for Enterprise AI That Don't Spin Empty

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9 min read
6 Sneaky LLM Bugs That Only Show Up After You Ship

6 Sneaky LLM Bugs That Only Show Up After You Ship

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4 min read
The $25 Challenge: what can an agent build before the meter stops?

The $25 Challenge: what can an agent build before the meter stops?

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2 min read
What ChatGPT is actually doing when it answers you

What ChatGPT is actually doing when it answers you

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1 min read
Ask the model for something your code can check

Ask the model for something your code can check

Comments 1
3 min read
The Same Model, Three Agents: Why the Harness — Not the Model — Decides What Your AI Can Do

The Same Model, Three Agents: Why the Harness — Not the Model — Decides What Your AI Can Do

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Comments 1
6 min read
Can Thai AI Models Beat Global Models at Thai? Here Is Where They Win

Can Thai AI Models Beat Global Models at Thai? Here Is Where They Win

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3 min read
Nobody with a crawler token asked for my llms.txt - what I saw in 15 days of nginx logs

Nobody with a crawler token asked for my llms.txt - what I saw in 15 days of nginx logs

Comments 2
2 min read
Translating Entire Books with LLMs: A Chunking Strategy That Doesn't Lose Context

Translating Entire Books with LLMs: A Chunking Strategy That Doesn't Lose Context

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6 min read
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