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# llm

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From Brain Dump to Markdown: Structure Ideas as You Speak
Cover image for From Brain Dump to Markdown: Structure Ideas as You Speak

From Brain Dump to Markdown: Structure Ideas as You Speak

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2 min read
Stop Wasting Tokens: High-Performance Local Re-ranking with Spring AI and JEP 489

Stop Wasting Tokens: High-Performance Local Re-ranking with Spring AI and JEP 489

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2 min read
The Agentic Gap: Claude Oneshots, Gemma Fails

The Agentic Gap: Claude Oneshots, Gemma Fails

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9 min read
Slaying the Gemma Beast: How We Fixed Local AI and Shipped Search

Slaying the Gemma Beast: How We Fixed Local AI and Shipped Search

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13 min read
Putting the GPU to Work: Running Local LLMs on a Home Lab

Putting the GPU to Work: Running Local LLMs on a Home Lab

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10 min read
Model Showdown Round 2: Adding Gemma, Kimi, and 579 GB of Stubborn Optimism

Model Showdown Round 2: Adding Gemma, Kimi, and 579 GB of Stubborn Optimism

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11 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
LLM-Based AI Agent Architecture: A New Kind of Personal Computer on Your Device
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LLM-Based AI Agent Architecture: A New Kind of Personal Computer on Your Device

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4 min read
We Do Not Teach Thinking to AI

We Do Not Teach Thinking to AI

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2 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
Turn Claude into a DeFi Trader: 45 MCP Tools for Autonomous Protocol Interaction
Cover image for Turn Claude into a DeFi Trader: 45 MCP Tools for Autonomous Protocol Interaction

Turn Claude into a DeFi Trader: 45 MCP Tools for Autonomous Protocol Interaction

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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
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
GPT-5.5 Just Raised the Bar for Everyone — And It's Not About Benchmarks
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GPT-5.5 Just Raised the Bar for Everyone — And It's Not About Benchmarks

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