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Open Source

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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The Curated, Automated Open Source Portfolio: How It’s Going

Tracks "invisible" work like co-authored PRs

The Curated, Automated Open Source Portfolio: How It’s Going

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5 min read
3 Takeaways from All Things AI: 80/20 Rule, Non-Deterministic Humans, and Why We're Still Early

Vibe coding and human-AI adoption friction

3 Takeaways from All Things AI: 80/20 Rule, Non-Deterministic Humans, and Why We're Still Early

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3 min read
I built a machine-readable UK Chart of Accounts for Python (because one didn't exist)

166 codes with VAT and HMRC box mappings

I built a machine-readable UK Chart of Accounts for Python (because one didn't exist)

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3 min read
GEO Optimizer v4.0.0 is Stable — What We Fixed, What We Built, What's Next

GEO Optimizer v4.0.0 is Stable — What We Fixed, What We Built, What's Next

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7 min read
A P2P messenger with dual network modes (Fast + Tor)

A P2P messenger with dual network modes (Fast + Tor)

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1 min read
I Built an AI Assistant for the Most Legendary Car in the Balkans

I Built an AI Assistant for the Most Legendary Car in the Balkans

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2 min read
Weekly Updates Add JS variables to event flow

Weekly Updates Add JS variables to event flow

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6 min read
I Built a Distributed Systems Simulator So You Don't Need Cloud to Learn Infrastructure

I Built a Distributed Systems Simulator So You Don't Need Cloud to Learn Infrastructure

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2 min read
Why I Trashed 15 Years of Software to Rebuild Property Management with AI

Why I Trashed 15 Years of Software to Rebuild Property Management with AI

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10 min read
pass@1 is a gamble — how ensemble coding enhances AI reliability

pass@1 is a gamble — how ensemble coding enhances AI reliability

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8 min read
Implementing Automatic LLM Provider Fallback In AI Agents Using an LLM Gateway (OpenAI, Anthropic, Gemini & Bifrost)

Implementing Automatic LLM Provider Fallback In AI Agents Using an LLM Gateway (OpenAI, Anthropic, Gemini & Bifrost)

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10 min read
Anthropic Leaked Its Own Source Code and May Not Own It

Anthropic Leaked Its Own Source Code and May Not Own It

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8 min read
I Built pytest for AI Agents — Here's What I Learned

I Built pytest for AI Agents — Here's What I Learned

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2 min read
Stop Building Multi-Tenant SaaS From Scratch. I Open-Sourced My Foundation. 🚀

Stop Building Multi-Tenant SaaS From Scratch. I Open-Sourced My Foundation. 🚀

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1 min read
How to Build a Fully Local Thermal Printer Server (No Cloud Required)

How to Build a Fully Local Thermal Printer Server (No Cloud Required)

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5 min read
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