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# documentation

Improving and writing documentation

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Introducing Truthmark 2.2.0: Product and Engineering Truth Lanes for AI Coding Agents

Introducing Truthmark 2.2.0: Product and Engineering Truth Lanes for AI Coding Agents

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8 min read
CTF Lab Writeup: ABSOLUTE NANO

CTF Lab Writeup: ABSOLUTE NANO

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7 min read
The Documentation Trap: Why Your 'AI-Readable' Specs Are Actually Harder to Maintain Than Your Code

The Documentation Trap: Why Your 'AI-Readable' Specs Are Actually Harder to Maintain Than Your Code

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5 min read
Title: How I Built an AI-Powered Documentation Generator for Python

Title: How I Built an AI-Powered Documentation Generator for Python

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1 min read
Your README lies. So I built a bot that opens a docs PR every time you merge.

Your README lies. So I built a bot that opens a docs PR every time you merge.

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5 min read
The Only API Documentation Template Your Team Actually Needs

The Only API Documentation Template Your Team Actually Needs

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4 min read
Green tests, broken docs. Dogfooding caught what 15 tests missed

Green tests, broken docs. Dogfooding caught what 15 tests missed

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3 min read
Confluence Docs Lie. Tie Your Documentation to Code Instead📘

Confluence Docs Lie. Tie Your Documentation to Code Instead📘

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5 min read
How We Sourced a 12-Part Tech Investigation So Every Claim Survives a Hostile Fact-Check

How We Sourced a 12-Part Tech Investigation So Every Claim Survives a Hostile Fact-Check

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5 min read
Why Your Python Docstrings Lie (And How to Fix It)

Why Your Python Docstrings Lie (And How to Fix It)

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2 min read
Links that don't break when your docs move

Links that don't break when your docs move

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4 min read
The expensive part of selective doc fetching isn't the files — it's the commits

The expensive part of selective doc fetching isn't the files — it's the commits

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4 min read
Changelog vs Narrative Documentation: A Real-World Test

Changelog vs Narrative Documentation: A Real-World Test

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2 min read
Architecture Drift Detection: Keep Your Code Aligned with Design

Architecture Drift Detection: Keep Your Code Aligned with Design

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10 min read
CLAUDE.md After an Audit: 296 to 142 Lines, and My Agent Codes Better Than Before

CLAUDE.md After an Audit: 296 to 142 Lines, and My Agent Codes Better Than Before

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4 min read
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