Blog
A Year of Agents, Measured in the Git Log
I stopped guessing how much of my work agents do and counted. 8,385 commits, 26 repositories, nine months. Throughput roughly tripled, the commit messages got better than mine, and one bug shape came back three times. Here is the whole picture, including the parts that broke.
October 26, 2026
Recursive Self-Improvement: The Loop That Improves Itself
Recursive self-improvement is the idea that a system gets better at getting better. The dramatic AI version hasn't happened. A quieter version is already running on my machine, and in every good team I've worked with.
October 12, 2026
Feedback Loops: Keep Them Short and Fast
The length of your feedback loop sets the speed limit on how fast your team can learn. Shorten the loop, and almost every other problem gets smaller.
August 14, 2026
Building Koppa: Laravel, Flutter and Kubernetes at Scale
A technical case study of the platform I founded and still operate — a Laravel API, a Flutter app and a Kubernetes cluster serving 150,000+ registered users across 15 countries. The architecture, the trade-offs, and the parts I got wrong.
August 1, 2026
You Already Understand How AI Thinks
AI isn't some alien intelligence. It's probability — the same kind of thinking you learned in high school and use every single day. Once you see the connection, everything about AI starts to make sense.
June 13, 2026
Vibe Coding
There's a new kind of flow state in software development. You're not just coding — you're vibing. Here's what that actually means, why it's genuinely exciting, and what you still need to watch out for.
February 23, 2026
Signal-to-Noise Ratio for Product Managers
Discover how signal-to-noise ratio is a powerful metaphor for product managers to focus on what truly matters and ignore distractions
February 10, 2026
AI and AGI
Artificial Intelligence is already everywhere, but AGI represents a very different and much more ambitious goal. This article explains what AGI is, how it differs from today’s AI, and why it matters.
December 16, 2025
Table-Top Definition — The Driver’s License for Feature Teams
A practical explanation of how a Table-Top Definition creates clarity, accountability, and safe autonomy for DevOps feature teams—acting as a maturity-driven 'driver’s license' before owning production systems.
December 4, 2025
RTFM First. Then Ask.
In tech, there’s a sacred rule: before asking another engineer for help, try reading the manual. A funny look at why RTFM exists, and why it saves everyone’s sanity — including yours.
November 3, 2025