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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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Audit AI-Generated PRs Before You Merge Them (Swarm Orchestrator 10.3.0)

Audit AI-Generated PRs Before You Merge Them (Swarm Orchestrator 10.3.0)

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4 min read
Run CrewAI With 50% Lower LLM Cost Using Lynkr

Run CrewAI With 50% Lower LLM Cost Using Lynkr

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8 min read
Debugging CodeIgniter Apps From Logs Alone Was Not Enough, So I Built DEX

Debugging CodeIgniter Apps From Logs Alone Was Not Enough, So I Built DEX

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4 min read
How I built mechanical enforcement for AI coding agents — and why prompts aren't enough

How I built mechanical enforcement for AI coding agents — and why prompts aren't enough

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5 min read
What Happens When You Teach Old Scripting Languages New Runtime Tricks?

What Happens When You Teach Old Scripting Languages New Runtime Tricks?

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2 min read
Stop rebuilding memory and orchestration for every AI agent you build

Stop rebuilding memory and orchestration for every AI agent you build

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3 min read
I built a self-hosted CI/CD platform with persistent queue, encrypted secrets, and rollback UI — here's what I learned

I built a self-hosted CI/CD platform with persistent queue, encrypted secrets, and rollback UI — here's what I learned

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3 min read
Coding Agents Made Me Take Specs Seriously

Specs as survival tools for fragmented work

Coding Agents Made Me Take Specs Seriously

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7 min read
I Built a Plain-Text Personal Productivity CLI in Rust — and It Lives in Your Terminal Forever

I Built a Plain-Text Personal Productivity CLI in Rust — and It Lives in Your Terminal Forever

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5 min read
The Hidden Tax of AI-Assisted Development (And How I Fixed It)

The Hidden Tax of AI-Assisted Development (And How I Fixed It)

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4 min read
I built a free QR code generator with Next.js and Supabase — here's what I learned

I built a free QR code generator with Next.js and Supabase — here's what I learned

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1 min read
Local AI - How to Run Open Source AI Models Locally

Local AI - How to Run Open Source AI Models Locally

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30 min read
How I stopped 100 goroutines from hammering my gRPC server — Loom Part 2

How I stopped 100 goroutines from hammering my gRPC server — Loom Part 2

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2 min read
GoHeapGuard v1.0.0 - Eliminate GC Pauses in Go

GoHeapGuard v1.0.0 - Eliminate GC Pauses in Go

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2 min read
Building EcoTraceML: A Zero-Dependency GreenAI Tool to Track and Export Model Training Carbon Footprints 🌲⚡

Building EcoTraceML: A Zero-Dependency GreenAI Tool to Track and Export Model Training Carbon Footprints 🌲⚡

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3 min read
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