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Fine-tune an open model on one GPU with a job that stops itself ($0.05, 4 minutes)

Fine-tune an open model on one GPU with a job that stops itself ($0.05, 4 minutes)

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5 min read
Random rewards, real gains: what Spurious Rewards says about RLVR

Random rewards, real gains: what Spurious Rewards says about RLVR

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2 min read
Soul in Motion — 9:06 PM | 2026-10-22

Soul in Motion — 9:06 PM | 2026-10-22

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2 min read
The Agentic Pentest-Framework Landscape (2026)

The Agentic Pentest-Framework Landscape (2026)

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5 min read
What changed in MCP 2026-07-28 for server authors: stateless requests and server/discover

What changed in MCP 2026-07-28 for server authors: stateless requests and server/discover

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4 min read
What broke when we made eight AI models work as one dev team

What broke when we made eight AI models work as one dev team

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5 min read
Beyond Chatbots: Designing Tool-Aware AI Agents with LangChain & Gemini

Beyond Chatbots: Designing Tool-Aware AI Agents with LangChain & Gemini

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2 min read
Your Eval Score Might Be Lying: How Judges, Benchmarks, and Retrieval Quality Quietly Skew Results

Your Eval Score Might Be Lying: How Judges, Benchmarks, and Retrieval Quality Quietly Skew Results

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7 min read
How AI Calling Agents Work: STT, LLM and TTS in One Call

How AI Calling Agents Work: STT, LLM and TTS in One Call

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3 min read
How to Test an LLM App: Evals That Run in CI

How to Test an LLM App: Evals That Run in CI

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4 min read
I metered my own coding agent for a week: 97% of the tokens went to re-reading

I metered my own coding agent for a week: 97% of the tokens went to re-reading

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5 min read
Stop Hardcoding Prompts in Your Python Files: Meet PromptFill (best balance of curiosity and search terms)

Stop Hardcoding Prompts in Your Python Files: Meet PromptFill (best balance of curiosity and search terms)

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6 min read
Four sentences in, seventeen pages out: what a deck generator gets wrong about shape

Four sentences in, seventeen pages out: what a deck generator gets wrong about shape

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8 min read
AI 週栱 — 2026-10-16 to 2026-10-23 | GPU æœ‰é›»æ‰çź—é–‹ć§‹ç‡Ÿé‹

AI 週栱 — 2026-10-16 to 2026-10-23 | GPU æœ‰é›»æ‰çź—é–‹ć§‹ç‡Ÿé‹

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2 min read
AI Weekly — 2026-10-16 to 2026-10-23 | When deployment becomes the bottleneck

AI Weekly — 2026-10-16 to 2026-10-23 | When deployment becomes the bottleneck

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5 min read
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