The End of Manual Review: Why Frontier Models are Shattering Our Security Metrics
Next-generation AI is finding vulnerabilities that have been hidden for decades. The phrase "audited by a senior engineer" no longer guarantees anything.
The Archive
Everything I've written so far.
2026
5 posts-
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The Battle for AI Dominance: The Resurgence of OpenAI and a Stumbling Anthropic
Anthropic was the top contender for a couple of months. However, in the AI race, it takes more than a story, you need capabilities, capacity, and speed to deploy your solutions.
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The end of all-you-can-eat buffet: Why AI is becoming a luxury
The AI business model met reality: sustaining it costs too much.
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How We Built an AI-Powered Vulnerability Fixer
When manual dependency bumps became a weekly time sink, we built a CLI tool that uses strict AI patching to go from "vulnerability detected" to "PR ready for review".
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What Communicating at GitHub Actually Feels Like
The corporate blog tells you the principles. Here is a look from the inside at how you actually survive in a hyper-async, text-first culture.
2025
3 posts-
AI Won't Take Your Job. But a Developer Using It Will.
The internet is panicking about AI replacing software engineers. These are my thoughts on this.
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Ditching Grammarly: How to Run a Privacy-First Spellchecker Locally
When corporate security blocked my grammar tool, I had to build a local, open-source alternative. Here is how to set it up.
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Surviving the Remote Grind: 4 Unspoken Rules for Asynchronous Work
Why your endless Zoom meetings and Slack pings are killing productivity, and how to actually get things done.
2023
2 posts-
Your Pull Requests Are Documentation (You Just Don't Know It Yet)
Why a well-written PR can save you from digging through old code six months later.
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Scrum: When "Agile" Became Our Biggest Bureaucracy
How a framework designed for speed ended up filling our calendars with meetings, fake estimates, and the illusion of control.