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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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Anne Ndungu Portfolio

Anne Ndungu Portfolio

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3 min read
How I Automated Away My Weekly Status Reports with Next.js and Llama 3.1 🐈

How I Automated Away My Weekly Status Reports with Next.js and Llama 3.1 🐈

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2 min read
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
Building Your Own "Google Maps for Codebases": A Practical Guide to Codebase Q&A with AI

Building Your Own "Google Maps for Codebases": A Practical Guide to Codebase Q&A with AI

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5 min read
CodeGraph: Stop Your AI Agent From Grepping the Same Files 50 Times

CodeGraph: Stop Your AI Agent From Grepping the Same Files 50 Times

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3 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
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 Stopped Chunking My Logs. Then Gemma 4's 128K Context Found What I'd Missed for Weeks

Gemma 4 Challenge: Write about Gemma 4 Submission

I Stopped Chunking My Logs. Then Gemma 4's 128K Context Found What I'd Missed for Weeks

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8 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 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
SHENRON v0.3.3: From Telemetry Generator to Blue-Team Reasoning Instrument

SHENRON v0.3.3: From Telemetry Generator to Blue-Team Reasoning Instrument

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5 min read
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