📰 Dev.to · Marcin Firmuga
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⚡ AI Lessons

Dev.to · Marcin Firmuga
1mo ago
How I Taught My Offline AI to Remember, Watch, and Warn, Without Any Cloud (Part 2)
Part 1 covered how hck_GPT routes messages through 9 layers and decides between rules and a local...

Dev.to · Marcin Firmuga
🔐 Cybersecurity
⚡ AI Lesson
1mo ago
Why I Sign Every .exe With Sigstore - PC Workman v1.7.2 Release, Security-First Open Source
Someone tried to scare me with a security audit. It backfired. A few days ago, a stranger on the...

Dev.to · Marcin Firmuga
2mo ago
PC Workman v1.7.2: I Built a Driver Booster Competitor From Scratch, Fixes. Monday Grind Blueprint #3
6 AM. Monday. Couldn't sleep. Not the inspirational "I'm so motivated" kind of can't sleep. More...

Dev.to · Marcin Firmuga
2mo ago
Friday Shipped & Scarred #3: PC Workman 1.7.1, The Foundation Great Release
PC Workman v1.7.1 shipped this morning: 18 test cases rewritten (previously broken) ~130 lines dead...

Dev.to · Marcin Firmuga
2mo ago
Monday Grind Blueprint #2: 80 Processes Explained, 3 Issues Targeted, 1 Week to Ship
Nobody needs another AI feature. They need to know if svchost.exe is safe or a virus. I...

Dev.to · Marcin Firmuga
2mo ago
Friday Shipped & Scarred #1: The Day git --force Deleted 130 PC Workman Commits (I Got 90 Back)
Friday Shipped & Scarred #1: The Day git --force Deleted 130 Commits (And How I Got 90...

Dev.to · Marcin Firmuga
2mo ago
My first series of Wednesday Code Autopsy!
Every wednesday :)
Code Autopsy #1: How ~90 Lines Turned System Monitoring Into A Conversation ...

Dev.to · Marcin Firmuga
2mo ago
Code Autopsy #1: How ~90 Lines Turned System Monitoring Into A Conversation
Code Autopsy #1: How 30 Lines Turned System Monitoring Into A Conversation Part of the...

Dev.to · Marcin Firmuga
3mo ago
PC_Workman: Building a System Monitor for Microsoft Store
PC_Workman: Building a System Monitor for Microsoft Store Eight months. 680 hours. 80...

Dev.to · Marcin Firmuga
3mo ago
PC_Workman 1.6.8: When "Quick Fix" Took 3 Weeks (Data Engine + AI Context + 70% Performance)
PC_Workman 1.6.8: When "Quick Fix" Became the Biggest Update Since Alpha How I rebuilt the...
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