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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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How We Built an AI Agricultural Assistant for Rwandan Rice Farmers

How We Built an AI Agricultural Assistant for Rwandan Rice Farmers

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3 min read
Building Production-Ready RAG is Harder Than You Think (Here's How to Fix It)

Building Production-Ready RAG is Harder Than You Think (Here's How to Fix It)

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4 min read
I Built a Tool to Find Out Who's Not Following You Back on Instagram (And It Lives in the Browser Console)

I Built a Tool to Find Out Who's Not Following You Back on Instagram (And It Lives in the Browser Console)

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4 min read
I Made My AI Manager Work Across Telegram, WhatsApp, Web, and Phone Call — With Shared Memory

I Made My AI Manager Work Across Telegram, WhatsApp, Web, and Phone Call — With Shared Memory

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2 min read
"My Product Assistant Kept Borrowing the Wrong Model. So I Gave It Its Own Routing Chain"

"My Product Assistant Kept Borrowing the Wrong Model. So I Gave It Its Own Routing Chain"

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6 min read
I built GhostType: inline AI text completion for every app on macOS

I built GhostType: inline AI text completion for every app on macOS

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3 min read
Cert-gating every tool call: zero-trust for AI agents

Cert-gating every tool call: zero-trust for AI agents

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9 min read
Building Your Own "Google Maps for Codebases": A Guide to Semantic Code Search with LLMs

Building Your Own "Google Maps for Codebases": A Guide to Semantic Code Search with LLMs

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6 min read
I Built a Private AI Brain on My Phone. No Cloud. No APIs. No Limits.

I Built a Private AI Brain on My Phone. No Cloud. No APIs. No Limits.

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4 min read
Cryptographic Proof of Agent-to-Agent Handoffs in Python

Cryptographic Proof of Agent-to-Agent Handoffs in Python

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5 min read
When PowerShell Classes and Functions Depend on Each Other — How PSScriptBuilder Handles It

When PowerShell Classes and Functions Depend on Each Other — How PSScriptBuilder Handles It

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3 min read
How to add human approval to MCP tool calls — no code changes

How to add human approval to MCP tool calls — no code changes

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3 min read
Agent SRE — SLOs, Error Budgets, and Circuit Breakers for AI Agents

Agent SRE — SLOs, Error Budgets, and Circuit Breakers for AI Agents

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5 min read
I Asked 6 AIs to Pick a Random Number. Their Training Data Confessed Everything.

I Asked 6 AIs to Pick a Random Number. Their Training Data Confessed Everything.

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7 min read
How I Built a Web Interface for 1.4 Million Government Documents with FastAPI, HTMX, and SQLite

How I Built a Web Interface for 1.4 Million Government Documents with FastAPI, HTMX, and SQLite

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3 min read
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