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ytscrape: One Python Interface for YouTube Data — No Browser, No API Key

ytscrape: One Python Interface for YouTube Data — No Browser, No API Key

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5 min read
The Boosting Series in One Page: Ten Posts, and the Six Numbers That Changed How I Tune

The Boosting Series in One Page: Ten Posts, and the Six Numbers That Changed How I Tune

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6 min read
The Boosting Tuning Cheat Sheet: Which Knob to Turn First, and When to Stop Turning

The Boosting Tuning Cheat Sheet: Which Knob to Turn First, and When to Stop Turning

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5 min read
Shipping a vision-model verdict on Bedrock and Lightsail

Shipping a vision-model verdict on Bedrock and Lightsail

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9 min read
How I Cut LLM Token Usage by 99% — 3 Production Engineering Steps

How I Cut LLM Token Usage by 99% — 3 Production Engineering Steps

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2 min read
🔒 I Built ATLOCK v4 Because I Wanted Windows Security to Feel Simpler

🔒 I Built ATLOCK v4 Because I Wanted Windows Security to Feel Simpler

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3 min read
I Found a Hidden Layer Inside AI Images

I Found a Hidden Layer Inside AI Images

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2 min read
Designing Safe API Boundaries for a Multi-Pair Spot Trading Bot

Designing Safe API Boundaries for a Multi-Pair Spot Trading Bot

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9 min read
Building a Research-Grade AI Project as a Solo Developer: My Stack, Tools, and Workflow

Building a Research-Grade AI Project as a Solo Developer: My Stack, Tools, and Workflow

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6 min read
I wrote a scraper for a government agency's announcements — and learned why boring tools win

I wrote a scraper for a government agency's announcements — and learned why boring tools win

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3 min read
DeepSeek vs Qwen vs Kimi vs GLM: Which One Wins My Freelance Budget?

DeepSeek vs Qwen vs Kimi vs GLM: Which One Wins My Freelance Budget?

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7 min read
用FROST家族治理模型,设计一个AI学习共同体

用FROST家族治理模型,设计一个AI学习共同体

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4 min read
Learn AI Coding Benchmarks by Building a Tiny Contamination Check

Learn AI Coding Benchmarks by Building a Tiny Contamination Check

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2 min read
I graded my own ML option forecasts. Here's the Brier score.

I graded my own ML option forecasts. Here's the Brier score.

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2 min read
Engineering Mikira: The Award-Winning AI Study & Music Bot for Discord

Engineering Mikira: The Award-Winning AI Study & Music Bot for Discord

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3 min read
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