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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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The Release-Day Reality Check: A Small Model Evaluation You Can Rerun

The Release-Day Reality Check: A Small Model Evaluation You Can Rerun

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5 min read
You cannot predict what an LLM call will cost before you make it

You cannot predict what an LLM call will cost before you make it

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4 min read
Technical Indicators Demystified: Using the Finance Toolkit to Read Market Signals

Technical Indicators Demystified: Using the Finance Toolkit to Read Market Signals

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8 min read
Netcalc - Educational Defensive Security Tool

Netcalc - Educational Defensive Security Tool

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1 min read
Entropyx - Educational Defensive Security Tool

Entropyx - Educational Defensive Security Tool

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1 min read
Fileprobe - Educational Defensive Security Tool

Fileprobe - Educational Defensive Security Tool

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1 min read
Struggling to keep up with team changes across repositories? I built a local-first impact graph

Struggling to keep up with team changes across repositories? I built a local-first impact graph

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5 min read
I built a VS Code extension that shows your AI API costs before you send the prompt

I built a VS Code extension that shows your AI API costs before you send the prompt

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2 min read
Building Autonomous Agents with Zero-Dependency Python and Model Context Protocol (MCP)

Building Autonomous Agents with Zero-Dependency Python and Model Context Protocol (MCP)

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2 min read
Web Sweeper: Building Provenance-Protected Libraries for Future AI Training

Web Sweeper: Building Provenance-Protected Libraries for Future AI Training

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1 min read
New Open-Weight Model Drops Every Week. Here's a Reproducible Way to Decide If It Belongs in Your Workflow

New Open-Weight Model Drops Every Week. Here's a Reproducible Way to Decide If It Belongs in Your Workflow

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5 min read
A Personal Scorecard for Evaluating New Coding Models (With the Scripts I Use)

A Personal Scorecard for Evaluating New Coding Models (With the Scripts I Use)

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6 min read
Parsing bank statements in memory: keep the fields, store nothing else

Parsing bank statements in memory: keep the fields, store nothing else

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4 min read
Your Bug History Is a Better Benchmark Than Any Leaderboard

Your Bug History Is a Better Benchmark Than Any Leaderboard

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6 min read
A Reusable Smoke-Test Harness for Newly Released Open Models (Before You Bet a Project on One)

A Reusable Smoke-Test Harness for Newly Released Open Models (Before You Bet a Project on One)

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6 min read
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