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"OpenAI-compatible" is a spectrum, not a boolean — here's an 11-check conformance suite

"OpenAI-compatible" is a spectrum, not a boolean — here's an 11-check conformance suite

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9 min read
Nine Bugs in My Own Evaluation Harness. Every One Made My Results Look Better.

Nine Bugs in My Own Evaluation Harness. Every One Made My Results Look Better.

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6 min read
I Replaced SQLite's C Driver with 800 Lines of Pure Python Stdlib: What the Docs Don't Tell You About Raw B-Trees, 9-Byte Varints, and 48-Bit Integers

I Replaced SQLite's C Driver with 800 Lines of Pure Python Stdlib: What the Docs Don't Tell You About Raw B-Trees, 9-Byte Varints, and 48-Bit Integers

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15 min read
I Round-Tripped 2,249 Test Fixtures Through sqlfluff's Auto-Fixer. Eight Came Back Unparsable.

I Round-Tripped 2,249 Test Fixtures Through sqlfluff's Auto-Fixer. Eight Came Back Unparsable.

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5 min read
Flora Find — A Full-Text Search Engine for Your Own Files, Built Without a Single Third-Party Import.

Flora Find — A Full-Text Search Engine for Your Own Files, Built Without a Single Third-Party Import.

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7 min read
Build a YouTube Video Downloader with Python and yt-dlp

Build a YouTube Video Downloader with Python and yt-dlp

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7 min read
I Built an Open-Source WordPress Security Scanner — 109 Checks in 60 Seconds

I Built an Open-Source WordPress Security Scanner — 109 Checks in 60 Seconds

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3 min read
I built a dashboard that watches cron jobs, SSL certs, and domain expiry so I don't find out from a client

I built a dashboard that watches cron jobs, SSL certs, and domain expiry so I don't find out from a client

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1 min read
Why My IoT Data Quality Misses the Mark Before ML Processing

Why My IoT Data Quality Misses the Mark Before ML Processing

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3 min read
Object Storage Can Replace a Database Under Four Contracts

Object Storage Can Replace a Database Under Four Contracts

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7 min read
Django Auth Tables and Permissions Explained

Django Auth Tables and Permissions Explained

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3 min read
Merge Agent Patches Only When Two Test-World Receipts Match

Merge Agent Patches Only When Two Test-World Receipts Match

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8 min read
Cloud Server: How It Differs from a VPS and When to Choose the Cloud

Cloud Server: How It Differs from a VPS and When to Choose the Cloud

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10 min read
I Built a Distributed KV Store in Python. Here's What Broke and Why You Should Build One Too.

I Built a Distributed KV Store in Python. Here's What Broke and Why You Should Build One Too.

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9 min read
An AI-generated login endpoint "works" - I still found SQL concatenation before launch

An AI-generated login endpoint "works" - I still found SQL concatenation before launch

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3 min read
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