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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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Free AI Tiers Need a Stress Test. Here's the Harness

Free AI Tiers Need a Stress Test. Here's the Harness

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5 min read
Testing MonkeyCode's Free Server Before You Trust It: A $0 Reproducible Probe

Testing MonkeyCode's Free Server Before You Trust It: A $0 Reproducible Probe

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5 min read
We tested "tokenize before you compress" against 452 configurations, and it mostly held up

We tested "tokenize before you compress" against 452 configurations, and it mostly held up

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6 min read
We published how we measure our AI scribe's faithfulness, and built a checker anyone can run on any scribe's note

We published how we measure our AI scribe's faithfulness, and built a checker anyone can run on any scribe's note

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6 min read
useEditorContext composable in n8n codebase.

useEditorContext composable in n8n codebase.

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3 min read
The Maven build was green. An expected test class never ran

The Maven build was green. An expected test class never ran

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3 min read
LTX-2.5: How a Diffusion-Based Video Decoder Changes the Open-Weights Video Generation Stack

LTX-2.5: How a Diffusion-Based Video Decoder Changes the Open-Weights Video Generation Stack

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5 min read
I built a browser chess client that can play Lichess games without becoming another chess server

I built a browser chess client that can play Lichess games without becoming another chess server

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3 min read
Building Reactive MPAs in 2KB: Meet Flynt.js

Building Reactive MPAs in 2KB: Meet Flynt.js

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2 min read
Robot Training Data Is Messier Than You Think: Auditing 4,959 Episodes with an Open-Source Tool

Robot Training Data Is Messier Than You Think: Auditing 4,959 Episodes with an Open-Source Tool

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9 min read
Pythonaibrain-NLP 0.2.0 Is Now on PyPI — A Structured NLU/NLG Architecture for Python

Pythonaibrain-NLP 0.2.0 Is Now on PyPI — A Structured NLU/NLG Architecture for Python

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4 min read
Building an OKLCH palette generator that survives gamut limits and exports to Aseprite

Building an OKLCH palette generator that survives gamut limits and exports to Aseprite

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3 min read
Free Model, Free Server, Real Limits: Evaluating MonkeyCode's Free Tier

Free Model, Free Server, Real Limits: Evaluating MonkeyCode's Free Tier

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6 min read
Outputting Data: Why Sofya Beats Python in Simplicity

Outputting Data: Why Sofya Beats Python in Simplicity

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2 min read
How We Cut Our Cloud SaaS Bill by $14,000/Year with 7 Self-Hosted Open-Source Tools in 2026

How We Cut Our Cloud SaaS Bill by $14,000/Year with 7 Self-Hosted Open-Source Tools in 2026

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4 min read
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