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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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Let Your Users Talk a Workflow Into Existence (ByteChef Embedded, Part 9)

Let Your Users Talk a Workflow Into Existence (ByteChef Embedded, Part 9)

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14 min read
A Token Bucket Is More Than a Counter: 11 Tests for a Python Rate Limiter

A Token Bucket Is More Than a Counter: 11 Tests for a Python Rate Limiter

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5 min read
Sloth Sweep: a local Gemma 4 that reads bounty briefs once, so I never read them twice

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

Sloth Sweep: a local Gemma 4 that reads bounty briefs once, so I never read them twice

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11 min read
My AI Assistant Army: How I Built a Marine Solution in 5 Days

My AI Assistant Army: How I Built a Marine Solution in 5 Days

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3 min read
Voice2Note: I Built a Local AI Meeting Assistant for Freelancers

Voice2Note: I Built a Local AI Meeting Assistant for Freelancers

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3 min read
We Translated the CX5106 Manual (So You Don't Have to Cry)

We Translated the CX5106 Manual (So You Don't Have to Cry)

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3 min read
I Updated My Website and Accidentally Launched a Marine Operating System

I Updated My Website and Accidentally Launched a Marine Operating System

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3 min read
Say Hello to My Little Buddy

Say Hello to My Little Buddy

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3 min read
Teaching Generative Audio Models Non-Western Rhythms: Fine-Tuning ACE-Step 1.5 with LoRA on 6/8 South Indian Percussion

Teaching Generative Audio Models Non-Western Rhythms: Fine-Tuning ACE-Step 1.5 with LoRA on 6/8 South Indian Percussion

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2 min read
d3kOS AI Marine

d3kOS AI Marine

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2 min read
I Tried to Fix a Fuse on My Boat and Accidentally Invented a Marine AI Empire

I Tried to Fix a Fuse on My Boat and Accidentally Invented a Marine AI Empire

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3 min read
4,298 MCP registry entries link to a GitHub repo that returns 404

4,298 MCP registry entries link to a GitHub repo that returns 404

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2 min read
Having AI Observe Windows Drivers and Write Linux Drivers: A Red Hat Developer's Approach

Having AI Observe Windows Drivers and Write Linux Drivers: A Red Hat Developer's Approach

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6 min read
AI Is Now Your Security Auditor: What Anthropic's OSS Scanner Means for Open-Source Maintainers

AI Is Now Your Security Auditor: What Anthropic's OSS Scanner Means for Open-Source Maintainers

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3 min read
SoloBooks AI: A Local-First AI Bookkeeper for Freelancers | Hacktoberfest 2026

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

SoloBooks AI: A Local-First AI Bookkeeper for Freelancers | Hacktoberfest 2026

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3 min read
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