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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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Going from 150s to <1s: Replacing DOM scraping with a site's internal RPC API in a Chrome extension

Going from 150s to <1s: Replacing DOM scraping with a site's internal RPC API in a Chrome extension

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7 min read
Your First PR on a Mobile AI Feature Should Be the Failure Path

Your First PR on a Mobile AI Feature Should Be the Failure Path

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6 min read
Your robots.txt says yes. Your CDN says no. (We tested the top 1,000 sites)

Your robots.txt says yes. Your CDN says no. (We tested the top 1,000 sites)

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5 min read
AI coding has a decision fatigue problem. Here’s how we’re fixing it.

AI coding has a decision fatigue problem. Here’s how we’re fixing it.

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4 min read
The critical advisory your scanner can't see — find it in one CI step

The critical advisory your scanner can't see — find it in one CI step

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4 min read
How AI Coding Agents Cheat on Your Unit Tests (and How We Catch Them with Zero Telemetry)

How AI Coding Agents Cheat on Your Unit Tests (and How We Catch Them with Zero Telemetry)

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1 min read
VivaShield AI: I built the open-source viva defense tool that predicted 4 out of 5 actual examiner trap questions

Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle Submission đź’¸

VivaShield AI: I built the open-source viva defense tool that predicted 4 out of 5 actual examiner trap questions

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4 min read
Probe Both Ends Before You Route

Probe Both Ends Before You Route

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5 min read
My last 38 cover letters all said something my resume didn't. So I built HonestFit.

Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle Submission đź’¸

My last 38 cover letters all said something my resume didn't. So I built HonestFit.

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5 min read
I sent the same root cause twice, so I built a local Gemma check before the next report

Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle Submission đź’¸

I sent the same root cause twice, so I built a local Gemma check before the next report

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4 min read
MCP Explained in 5 Layers: How I Connected 10.16M Records to AI (and Why It's a Blue Ocean)

MCP Explained in 5 Layers: How I Connected 10.16M Records to AI (and Why It's a Blue Ocean)

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4 min read
Availazy: Gemma 4 forgot to cancel Thursday. A keyword list didn’t.

Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady Submission 🦥

Availazy: Gemma 4 forgot to cancel Thursday. A keyword list didn’t.

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12 min read
Reply Desk: a review-reply assistant for small shops, where customers' words never leave the counter

Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle Submission đź’¸

Reply Desk: a review-reply assistant for small shops, where customers' words never leave the counter

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6 min read
Default-Deny Egress Before Your Agent Meets a Free Model Endpoint

Default-Deny Egress Before Your Agent Meets a Free Model Endpoint

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7 min read
grunt-proxy: a local proxy that trims your coding agent's prompts (and shows what it saved)

grunt-proxy: a local proxy that trims your coding agent's prompts (and shows what it saved)

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6 min read
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