Latest from Leon
Your Coding Agent Needs Production Discipline
I see engineers handing work to coding agents every day. Consider a straightforward assignment: Add an endpoint to an internal service, run the tests, and open a pull request. The agent may work for an hour before the engineer looks at it again, freeing that engineer to focus on another problem. Let’s follow that assignment […]
Nov 2, 2026 · 3 minAll articles by Leon Kuperman
Showing 1–3Breaking Free From the Dead Zone: Automating DevOps Shifts for Scalable Success
When building software, especially SaaS, sticking to manual processes in DevOps is like bringing a knife to a gunfight. Manual processes not only slow down operations but also open the door to mistakes that can escalate into significant problems. This tricky spot, where there’s not enough automation and too much room for human error, isn’t […]
How to Solve the GPU Shortage Problem With Automation
What can teams do when facing a quota issue and the cloud provider runs out of GPU-based instances? Automation is the answer.