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What does a missing description on an MCP tool actually do? Four failure modes I traced from real MCP servers

What does a missing description on an MCP tool actually do? Four failure modes I traced from real MCP servers

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7 min read
TrueFoundry vs Bifrost: Which AI Gateway Actually Scales With Your Team?

TrueFoundry vs Bifrost: Which AI Gateway Actually Scales With Your Team?

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7 min read
Paper opinion: Execution Lineage vs Agent Loops (arXiv 2605.06365)

Paper opinion: Execution Lineage vs Agent Loops (arXiv 2605.06365)

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4 min read
Our voice agent passed every test and still woke me up at 3am

Our voice agent passed every test and still woke me up at 3am

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4 min read
The problem wasn't that the AI wrote bad code — weak specs caused unstable implementations

The problem wasn't that the AI wrote bad code — weak specs caused unstable implementations

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2 min read
What Is RAG? Why LLM Memory Alone Is Never Enough

What Is RAG? Why LLM Memory Alone Is Never Enough

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5 min read
Why RAG is Like Playing Space Invaders. The Higher the Level the More Difficult it Becomes to Win.

Why RAG is Like Playing Space Invaders. The Higher the Level the More Difficult it Becomes to Win.

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15 min read
How I Fine-Tuned Llama 3 to Think Like DeepSeek — A Practical Guide to LoRA & QLoRA

How I Fine-Tuned Llama 3 to Think Like DeepSeek — A Practical Guide to LoRA & QLoRA

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6 min read
What is Model Context Protocol (MCP)? A Developer’s Guide

What is Model Context Protocol (MCP)? A Developer’s Guide

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3 min read
AI Weekly — 2026-05-08 | MS-OpenAI loosens, and the race moves to control

AI Weekly — 2026-05-08 | MS-OpenAI loosens, and the race moves to control

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9 min read
AI 週報 — 2026-05-08 MS-OpenAI 合作鬆動,AI 競賽轉向控制面

AI 週報 — 2026-05-08 MS-OpenAI 合作鬆動,AI 競賽轉向控制面

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5 min read
Quando a IA mente e te pede CALMA: um papo reto sobre alucinações

Quando a IA mente e te pede CALMA: um papo reto sobre alucinações

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3 min read
My AI digest project: From weekend hack to operational beast

My AI digest project: From weekend hack to operational beast

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2 min read
What PocketOS Teaches Us About Agentic Architecture

What PocketOS Teaches Us About Agentic Architecture

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8 min read
The Context Window Is Not Your Memory

The Context Window Is Not Your Memory

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4 min read
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