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May The Source Be With You! Articles about Open Source and Free Software as a philosophy, and its application to software development and project management.

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I benchmarked 14 AI coding agents on the same task — same model, wildly different results

I benchmarked 14 AI coding agents on the same task — same model, wildly different results

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3 min read
GigPitch: I lost 15 logo contests in a row, so I built a local AI that writes my bids

Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle Submission đź’¸

GigPitch: I lost 15 logo contests in a row, so I built a local AI that writes my bids

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3 min read
Lehmer's problem in October 2026: what is proved, what has been computed, what is open

Lehmer's problem in October 2026: what is proved, what has been computed, what is open

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15 min read
I Built LocalListing AI to Turn Product Photos Into Ready-to-Edit Listings

Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle Submission đź’¸

I Built LocalListing AI to Turn Product Photos Into Ready-to-Edit Listings

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5 min read
Which project ate my Claude Code quota?

Which project ate my Claude Code quota?

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2 min read
Mill: Local-First AI Ops & Sous-Chef for Meal Prep Side Hustlers

Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle Submission đź’¸

Mill: Local-First AI Ops & Sous-Chef for Meal Prep Side Hustlers

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5 min read
Local AI-Powered Receipt & Invoice Organizer for Small Businesses

Local AI-Powered Receipt & Invoice Organizer for Small Businesses

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1 min read
I built a Linux server panel with zero npm dependencies

I built a Linux server panel with zero npm dependencies

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4 min read
SlothInbox 🦥: Rewarding Laziness with Local-First AI and GitHub Copilot

Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady Submission 🦥

SlothInbox 🦥: Rewarding Laziness with Local-First AI and GitHub Copilot

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3 min read
slopsieve: a diff linter for the AI slop era

slopsieve: a diff linter for the AI slop era

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2 min read
A Free Reviewer Should Comment, Never Block

A Free Reviewer Should Comment, Never Block

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6 min read
The Test That Can't Fail: Reading the Test Diff of an Agent-Generated PR

The Test That Can't Fail: Reading the Test Diff of an Agent-Generated PR

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6 min read
Run Free AI Tiers Through a Provenance Gate

Run Free AI Tiers Through a Provenance Gate

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4 min read
Pair the Runs, Then Report the Interval

Pair the Runs, Then Report the Interval

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7 min read
The Gate Goes in the Repo: A Fail-Closed Promotion Checker for Hosted AI Prototypes

The Gate Goes in the Repo: A Fail-Closed Promotion Checker for Hosted AI Prototypes

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6 min read
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