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I Wrote a Python Interpreter in Python. What I Learned Has Nothing to Do With Python

I Wrote a Python Interpreter in Python. What I Learned Has Nothing to Do With Python

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8 min read
AI Agents That Pass Your Tests. That's the Problem.

AI Agents That Pass Your Tests. That's the Problem.

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9 min read
Defluffer promises -45% tokens. I measured the semantic cost of that savings and it's uncomfortable

Defluffer promises -45% tokens. I measured the semantic cost of that savings and it's uncomfortable

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8 min read
Solving Tool Integration and Orchestration in AI Agents with MCP

Solving Tool Integration and Orchestration in AI Agents with MCP

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3 min read
I Was Paying Anthropic to Read CSS Class Names

I Was Paying Anthropic to Read CSS Class Names

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8 min read
RAG vs. Agent Memory vs. LLM Wiki: A Practical Comparison

RAG vs. Agent Memory vs. LLM Wiki: A Practical Comparison

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8 min read
The Rise of Inference Optimization: The Real LLM Infra Trend Shaping 2026

The Rise of Inference Optimization: The Real LLM Infra Trend Shaping 2026

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3 min read
Aprenda avaliar a qualidade do seu agente de AI, RAG e LLM

Aprenda avaliar a qualidade do seu agente de AI, RAG e LLM

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22 min read
Stop Sending Raw PII to Your LLM

Stop Sending Raw PII to Your LLM

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2 min read
Xoul - Building a Local AI Agent Platform with Small LLMs: The Walls of Tool Calling and Practical Solutions

Xoul - Building a Local AI Agent Platform with Small LLMs: The Walls of Tool Calling and Practical Solutions

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3 min read
Cloudflare Workers HTML to Markdown on the Free Plan

Cloudflare Workers HTML to Markdown on the Free Plan

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5 min read
TraceMind v2 — I added hallucination detection and A/B testing to my open-source LLM eval platform

Separate claim extraction and verification

TraceMind v2 — I added hallucination detection and A/B testing to my open-source LLM eval platform

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2 min read
Defluffer promete -45% en tokens. Yo medí el costo semántico del ahorro y es incómodo

Defluffer promete -45% en tokens. Yo medí el costo semántico del ahorro y es incómodo

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9 min read
MCP Server & Client in Spring AI: Stop Coupling Tools to Your AI Host

MCP Server & Client in Spring AI: Stop Coupling Tools to Your AI Host

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5 min read
Bot Abuse in AI APIs: Why Your LLM Endpoint Is a Target

Bot Abuse in AI APIs: Why Your LLM Endpoint Is a Target

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4 min read
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