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Windows 'file locking' apps are mostly theater. Here's how I made files actually unreadable.

Windows 'file locking' apps are mostly theater. Here's how I made files actually unreadable.

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3 min read
Gitignore Is Not a Model Boundary

Gitignore Is Not a Model Boundary

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6 min read
I Built a RAG Pipeline From Scratch Without Using LangChain — Here's Every Decision I Made

I Built a RAG Pipeline From Scratch Without Using LangChain — Here's Every Decision I Made

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5 min read
Rotating Proxies with Python Requests: A Copy-Paste Starter Kit

Rotating Proxies with Python Requests: A Copy-Paste Starter Kit

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4 min read
I Don't Vibe-Check New Local Models Anymore — I Run This 30-Minute Eval Instead

I Don't Vibe-Check New Local Models Anymore — I Run This 30-Minute Eval Instead

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5 min read
lets explore data Structures in Python

lets explore data Structures in Python

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7 min read
Why your RAG hallucinates on tables (and a minimal local GraphRAG starter to fix it)

Why your RAG hallucinates on tables (and a minimal local GraphRAG starter to fix it)

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2 min read
The Frozen Route Workshop

The Frozen Route Workshop

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7 min read
How I Built an Offline YouTube Playlist Downloader & Merger with FastAPI, React, and FFmpeg

How I Built an Offline YouTube Playlist Downloader & Merger with FastAPI, React, and FFmpeg

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3 min read
A finished scraper sat on a git branch for 19 days. Nothing noticed.

A finished scraper sat on a git branch for 19 days. Nothing noticed.

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5 min read
How I Built a Local, AI-Powered Code Security Scanner

How I Built a Local, AI-Powered Code Security Scanner

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2 min read
Beyond the Transformer FFN: How CellularFlow Solves Catastrophic Forgetting

Beyond the Transformer FFN: How CellularFlow Solves Catastrophic Forgetting

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6 min read
How I Built a Secure PDF Watermarking System with Python Flask

How I Built a Secure PDF Watermarking System with Python Flask

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3 min read
I Built a Data Quality Library Because Existing Tools Were Too Slow for My Pipelines

I Built a Data Quality Library Because Existing Tools Were Too Slow for My Pipelines

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3 min read
48-Hour Field Notes: The Receipt That Ended Mid-Brace

48-Hour Field Notes: The Receipt That Ended Mid-Brace

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7 min read
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