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How We Replaced Gut Feeling with Data: A Production Evaluation Framework for LLM Systems (Text2SQL Case Study)

How We Replaced Gut Feeling with Data: A Production Evaluation Framework for LLM Systems (Text2SQL Case Study)

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9 min read
MCP Model Context Protocol en TypeScript: diseñá tools portables entre Claude, GPT y modelos locales

MCP Model Context Protocol en TypeScript: diseñá tools portables entre Claude, GPT y modelos locales

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9 min read
MCP Model Context Protocol in TypeScript: build portable tools across Claude, GPT, and local models

MCP Model Context Protocol in TypeScript: build portable tools across Claude, GPT, and local models

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8 min read
Why Every IT Engineer Should Build AI Agents in 2026 (Not Just Watch the Hype)

Why Every IT Engineer Should Build AI Agents in 2026 (Not Just Watch the Hype)

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2 min read
Making LLM Training Faster with Unsloth and NVIDIA!

Making LLM Training Faster with Unsloth and NVIDIA!

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10 min read
Why I built Ajah after Helicone went into maintenance mode

Why I built Ajah after Helicone went into maintenance mode

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1 min read
Stop Sequential Tooling: Mastering Claude 5 Stream-Ahead Intent with Java 26 Stream Gatherers

Stop Sequential Tooling: Mastering Claude 5 Stream-Ahead Intent with Java 26 Stream Gatherers

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2 min read
Does Bad Memory Make AI More Cautious? We Ran the Experiment

Does Bad Memory Make AI More Cautious? We Ran the Experiment

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9 min read
System Architecture

System Architecture

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8 min read
5 walls I hit shipping an AI reading app from West Africa (and what I'd tell past-me)

5 walls I hit shipping an AI reading app from West Africa (and what I'd tell past-me)

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5 min read
LLM Study Diary #3: PyTorch

LLM Study Diary #3: PyTorch

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2 min read
Beginner's Guide to Essential Terms in Artificial Intelligence

Beginner's Guide to Essential Terms in Artificial Intelligence

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10 min read
I built a Rust LLM inference engine with custom WGSL GPU kernels, here's what I learned!

I built a Rust LLM inference engine with custom WGSL GPU kernels, here's what I learned!

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1 min read
Claude Code is not a recursive agent. I read the source and checked.

Turn budgets based on iterative loop passes

Claude Code is not a recursive agent. I read the source and checked.

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7 min read
Three LLM Observability Audits in Five Days: Each Fix Exposed the Next Bug

Three LLM Observability Audits in Five Days: Each Fix Exposed the Next Bug

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6 min read
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