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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
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
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
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
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 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
AI 週報 — 2026-10-16 to 2026-10-23 | GPU 有電才算開始營運

AI 週報 — 2026-10-16 to 2026-10-23 | GPU 有電才算開始營運

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2 min read
My AI Support Agent Crushed the Demo. Then Production Happened.

My AI Support Agent Crushed the Demo. Then Production Happened.

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4 min read
From a URL to a Merchant Profile: Extracting a Business's Name, Logo, MCC and Head Office

From a URL to a Merchant Profile: Extracting a Business's Name, Logo, MCC and Head Office

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40 min read
Memora: a Slack agent for teams that forget

Memora: a Slack agent for teams that forget

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6 min read
The same prompt costs 1.64x more in Hindi than in English — one tokenizer ago it was 5.28x

The same prompt costs 1.64x more in Hindi than in English — one tokenizer ago it was 5.28x

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4 min read
Hands-On: Qwen3.8-Flash-Next and a Glimpse into Qwen4's Design Philosophy — llama.cpp Support Status and A100 Benchmarks

Hands-On: Qwen3.8-Flash-Next and a Glimpse into Qwen4's Design Philosophy — llama.cpp Support Status and A100 Benchmarks

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20 min read
When the Page With the Answer Is Missing, Some AI Models Do the Math Instead

When the Page With the Answer Is Missing, Some AI Models Do the Math Instead

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4 min read
I checked which Al APIs are actually free without a credit card

I checked which Al APIs are actually free without a credit card

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4 min read
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