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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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Building an Enterprise-Grade AI Voice Agent with Twilio, Deepgram, and Groq Llama-3.3 (Real-Time Telephony Automation)

Building an Enterprise-Grade AI Voice Agent with Twilio, Deepgram, and Groq Llama-3.3 (Real-Time Telephony Automation)

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4 min read
Where Capability Lives: A Meta-Protocol for Distributed Intelligence on the Trillion-Device Installed Base

Where Capability Lives: A Meta-Protocol for Distributed Intelligence on the Trillion-Device Installed Base

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10 min read
I Built a Free Local AI Art Pipeline on My Mac — Here's What Broke

I Built a Free Local AI Art Pipeline on My Mac — Here's What Broke

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13 min read
From Tool Calling to Orchestration: The Design Tradeoffs Behind Agiwo

From Tool Calling to Orchestration: The Design Tradeoffs Behind Agiwo

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8 min read
I Built a Portable SIEM Toolkit That Runs Sigma Rules Without Deploying a Full SIEM

I Built a Portable SIEM Toolkit That Runs Sigma Rules Without Deploying a Full SIEM

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3 min read
I built a C library to inject multitouch into Android over USB — no root, no ADB, no app

I built a C library to inject multitouch into Android over USB — no root, no ADB, no app

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2 min read
Reducing LLM Costs Is Easy — Until Production Starts

Reducing LLM Costs Is Easy — Until Production Starts

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4 min read
How I Built an MCP Server for German Accounting (XRechnung/ZUGFeRD)

How I Built an MCP Server for German Accounting (XRechnung/ZUGFeRD)

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4 min read
I built a 7 MB XAMPP alternative for Windows in pure Go (no Docker, no WSL)

I built a 7 MB XAMPP alternative for Windows in pure Go (no Docker, no WSL)

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8 min read
Your AI Should Sleep: How We Built a Night Cycle for a Companion Robot

Your AI Should Sleep: How We Built a Night Cycle for a Companion Robot

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4 min read
I Built an Open-Source Tool That Generates JUnit Tests Automatically

I Built an Open-Source Tool That Generates JUnit Tests Automatically

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3 min read
16 frameworks. One Blind Spot

16 frameworks. One Blind Spot

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9 min read
We open-sourced our AI attack detection engine — 97 MITRE ATLAS rules in a Rust crate

We open-sourced our AI attack detection engine — 97 MITRE ATLAS rules in a Rust crate

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3 min read
What's Actually in Your Docker Image? Reading the Parser That Tells You

What's Actually in Your Docker Image? Reading the Parser That Tells You

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6 min read
I built a social network where the users are AI agents

I built a social network where the users are AI agents

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3 min read
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