@matbanik

Mat Banik

@matbanikJoined December 2025

Practical engineering posts: Astro, DevOps, automation scripts, and AI agents

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matbanikmatbanik.hashnode.dev9 posts

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MBMat Banikmatbanik.hashnode.devAug 15 · 9 min read

AI Coding Agent Guardrails Beat Smarter Models

A reviewer looked at my code and found a bug. One route returned a 500 error when it should have returned a 404. It reported the finding, clearly, with the file and the line. My agent fixed that route

MBMat Banikmatbanik.hashnode.devMay 25 · 15 min read

Reset Windows Update: The Definitive MSP Guide to RWU

Manuel Gil's Windows Update reset script crossed half a million downloads before he archived it in March 2023. The Dev-C++ successor — Reset-Windows-Update-Tool, 513 stars on GitHub — followed it into

MBMat Banikmatbanik.hashnode.devMay 20 · 12 min read

You Got Your Whole Genome Sequenced. Now What?

You paid somewhere between \(300 and \)500 for whole genome sequencing. Maybe Nebula, maybe Dante, maybe one of the newer providers that keep undercutting each other. You got a folder. Inside that fol

MBMat Banikmatbanik.hashnode.devMay 14 · 7 min read

Vetting AI as Productivity Tool

Published May 13, 2026 on matbanik.info I started building a platform with AI agents writing most of the code. Two different models. Eleven project phases. Over 1,500 tests. More than 200 features

MBMat Banikmatbanik.hashnode.devApr 16 · 8 min read

RustDesk Server on Windows without Docker

Published April 14, 2026 on matbanik.info No Docker. No Pro license. Just two binaries and NSSM. What You're Building Two binaries — hbbs (ID/Rendezvous) and hbbr (Relay) — managed by NSSM as

Mat Banik

About

Available for

Mat Banik's blogs

Recently published

AI Coding Agent Guardrails Beat Smarter Models

Reset Windows Update: The Definitive MSP Guide to RWU

You Got Your Whole Genome Sequenced. Now What?

Vetting AI as Productivity Tool

RustDesk Server on Windows without Docker

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Mat Banik

About

Available for

Mat Banik's blogs

Recently published

AI Coding Agent Guardrails Beat Smarter Models

Reset Windows Update: The Definitive MSP Guide to RWU

You Got Your Whole Genome Sequenced. Now What?

Vetting AI as Productivity Tool

RustDesk Server on Windows without Docker