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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 built a circuit breaker for LLM agents after seeing someone lose $200 overnight

I built a circuit breaker for LLM agents after seeing someone lose $200 overnight

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6 min read
ThreatWire: A Python Library for Real-Time Network Threat Detection.

ThreatWire: A Python Library for Real-Time Network Threat Detection.

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4 min read
Stop AI From Recommending Redundant Indexes on Existing GSIs

Stop AI From Recommending Redundant Indexes on Existing GSIs

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4 min read
I open-sourced my self-hosted WhatsApp API platform after months of building

I open-sourced my self-hosted WhatsApp API platform after months of building

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2 min read
qdf: a Go serializer that decodes less, packs harder, and lets you query the bytes

qdf: a Go serializer that decodes less, packs harder, and lets you query the bytes

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17 min read
I tested whether a code health score actually predicts bugs. Here's the benchmark

I tested whether a code health score actually predicts bugs. Here's the benchmark

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4 min read
Stratoclave: a tenant-aware credit gateway for Amazon Bedrock — now with OpenAI codex support

Stratoclave: a tenant-aware credit gateway for Amazon Bedrock — now with OpenAI codex support

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8 min read
The Orba Ecosystem with Orba OS — A sovereign, offline-first multimodal personal assistant (Desktop & Mobile)

GitHub “Finish-Up-A-Thon” Challenge Submission

The Orba Ecosystem with Orba OS — A sovereign, offline-first multimodal personal assistant (Desktop & Mobile)

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3 min read
Five Re-runs of One Audit Cycle. Seven Distinct Bugs.

Five Re-runs of One Audit Cycle. Seven Distinct Bugs.

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7 min read
We Built an Open-Source GraphQL Engine to Replace Hasura

We Built an Open-Source GraphQL Engine to Replace Hasura

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6 min read
Over-editing is a token tax: GPT-5.4 ships 6.5x more diff per fix than Claude Opus 4.6, and your bill notices

Over-editing is a token tax: GPT-5.4 ships 6.5x more diff per fix than Claude Opus 4.6, and your bill notices

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2 min read
How I built a real-time work order alert system for contract field service

How I built a real-time work order alert system for contract field service

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2 min read
Build a 32x32 AI Pixel Display with 1024 RGB LEDs Using TuyaOpen

Build a 32x32 AI Pixel Display with 1024 RGB LEDs Using TuyaOpen

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5 min read
I built a local Garmin health archive with Claude. The token limit shaped the architecture.

I built a local Garmin health archive with Claude. The token limit shaped the architecture.

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3 min read
SignalMesh: The Open Source Ambient Context Layer for AI Agent Fleets

SignalMesh: The Open Source Ambient Context Layer for AI Agent Fleets

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2 min read
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