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Building AI Agents That Actually Execute Workflows, Not Just Answer Questions

Building AI Agents That Actually Execute Workflows, Not Just Answer Questions

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8 min read
What MCP Solves and What It Deliberately Does Not.

What MCP Solves and What It Deliberately Does Not.

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6 min read
Try the Tech Radar #1 — TOON Cuts JSON Token Cost by 71% for LLM Context

Try the Tech Radar #1 — TOON Cuts JSON Token Cost by 71% for LLM Context

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5 min read
The Real Cost of Rebuilding AI Context (And How to Stop Paying It)

The Real Cost of Rebuilding AI Context (And How to Stop Paying It)

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3 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
We Cut Our AI Agent Costs by 60%. Here's What Worked.

We Cut Our AI Agent Costs by 60%. Here's What Worked.

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3 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
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
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
LLM Study Diary #3: PyTorch

LLM Study Diary #3: PyTorch

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2 min read
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