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I Didn't Encrypt the Files. I Changed Who Windows Allows to Touch Them.

I Didn't Encrypt the Files. I Changed Who Windows Allows to Touch Them.

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3 min read
The Hard Cases in Speaker Diarization: Overlap & Noise

The Hard Cases in Speaker Diarization: Overlap & Noise

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9 min read
OpenAI buying Astral means uv now answers to a model company

OpenAI buying Astral means uv now answers to a model company

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3 min read
Agent-Devtools: A local toolkit for building & debugging AI Agents

Agent-Devtools: A local toolkit for building & debugging AI Agents

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1 min read
Why I Stopped Trusting Similarity Scores and Built a System That Says "No"

Why I Stopped Trusting Similarity Scores and Built a System That Says "No"

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5 min read
How to Calculate CCTV Storage and Bandwidth Requirements (Formula + Python)

How to Calculate CCTV Storage and Bandwidth Requirements (Formula + Python)

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2 min read
Automating Your Morning: A Daily Briefing Pipeline You Can Build

Automating Your Morning: A Daily Briefing Pipeline You Can Build

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4 min read
My Doc-Drift Checker's Fix Ended Up Protecting a Second Copy of the Same False Claim

My Doc-Drift Checker's Fix Ended Up Protecting a Second Copy of the Same False Claim

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6 min read
Build a Telegram Expense Tracker Bot in 58 Lines of Python

Build a Telegram Expense Tracker Bot in 58 Lines of Python

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5 min read
FAST API:

FAST API:

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2 min read
Evaluating Agent Effectiveness

Evaluating Agent Effectiveness

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3 min read
I built JARVIS — a local-first AI assistant you actually own (macOS + Linux, MIT)

I built JARVIS — a local-first AI assistant you actually own (macOS + Linux, MIT)

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2 min read
How I built a Claude Code skill that finds funded scholarships without burning your token budget

How I built a Claude Code skill that finds funded scholarships without burning your token budget

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2 min read
开源项目从 0 到 1:我用 2 周业余时间搭建了多平台发布系统

开源项目从 0 到 1:我用 2 周业余时间搭建了多平台发布系统

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1 min read
Reserve KV Cache for the Output You Promised, Not Just the Prompt You Received

Reserve KV Cache for the Output You Promised, Not Just the Prompt You Received

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7 min read
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