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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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What the Machine Forgets

What the Machine Forgets

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2 min read
How I Built a File-Timestamp-Based Feedback Loop to Enforce AI Output Quality

How I Built a File-Timestamp-Based Feedback Loop to Enforce AI Output Quality

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3 min read
Building an audio search engine with Quarkus and pgvector

Building an audio search engine with Quarkus and pgvector

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1 min read
Built Log Stripper: A VS Code Extension to Remove Debug Logs Across 23+ Languages

Built Log Stripper: A VS Code Extension to Remove Debug Logs Across 23+ Languages

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12 min read
Day 01: Our AI Agent Forged 5 Documents and Blamed the Founder — How Our Immune System Caught It

Day 01: Our AI Agent Forged 5 Documents and Blamed the Founder — How Our Immune System Caught It

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5 min read
I built a working SSL certificate replacement using Certificateless Public Key Cryptography (CL-PKC) – live demo inside

I built a working SSL certificate replacement using Certificateless Public Key Cryptography (CL-PKC) – live demo inside

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2 min read
The Go Dependency Blindspot: Why You’re Missing Major Upgrades (and How to Fix It)

The Go Dependency Blindspot: Why You’re Missing Major Upgrades (and How to Fix It)

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5 min read
Show and tell: dual-channel AI (Vapi phone + OpenAI web) on one CSV log

Show and tell: dual-channel AI (Vapi phone + OpenAI web) on one CSV log

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1 min read
AI Independence: Why it Matters More Than You Think

AI Independence: Why it Matters More Than You Think

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4 min read
I Created an AI Garden That Destroys Its Artifacts Every 4 Hours

I Created an AI Garden That Destroys Its Artifacts Every 4 Hours

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1 min read
I got tired of my AI agent deleting things. So, I built a firewall layer for it to vibecode safely.

I got tired of my AI agent deleting things. So, I built a firewall layer for it to vibecode safely.

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3 min read
How we reduced hallucinations in Open Models from 67% to 11%

How we reduced hallucinations in Open Models from 67% to 11%

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1 min read
Sycophancy-Free Coding: How to Make AI Agents Say "No"

Sycophancy-Free Coding: How to Make AI Agents Say "No"

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8 min read
How I built a Go middleware for Stripe-style idempotency-key handling

How I built a Go middleware for Stripe-style idempotency-key handling

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3 min read
The Difference Between a Product and Infrastructure

The Difference Between a Product and Infrastructure

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3 min read
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