AI agents can now generate in minutes what once took teams weeks, but the real shift is not faster coding. It is the collapse of code scarcity. As software production becomes industrialized, the job of engineers is moving from writing lines to governing systems, managing risk and deciding what should exist in the first place.
Why DevSecOps Isn’t a Thing Yet
One of the biggest obstacles to DevSecOps adoption is the cultural gap between development, security, and operations teams.
Are the Milliseconds Worth It?
The pressure to prove one’s coding prowess can make a developer do some very clever and creative things with their source code. Sometimes it’s just a unique approach, but every once in a while this cleverness may shave a few milliseconds off of some performance metrics as well. In the end it’s not worth it. […]



