DevEx as the Floor, Hero Culture as the Trap, and What AI is Actually Amplifying

Published on 20.04.2026

AI & AGENTS

The DevEx Floor: Why AI Amplifies Everything, Including Your Problems

TLDR: A recent State of Software Delivery report shows median teams gain nothing from AI, while top-performing teams see up to 2x speed improvements. The difference comes down to developer experience foundations that were already in place years ago.

Devex floor, saving the day, and weekly reading


Hero Culture is a Failure Mode, Not a Badge of Honor

TLDR: Engineering manager and author Rands argues that celebrating "save the day" moments is a sign of broken systems, not heroism. Prevention that goes unnoticed is better management than dramatic rescues.

Devex floor, saving the day, and weekly reading


Three Sharp Reads: Software Jobs, Open Source Security, and Agents Done Right

TLDR: James Stanier maps what might happen to software engineering jobs, Alex Schapiro argues that going closed source does not protect you from AI-driven attacks, and Will Larson offers a practical pattern for introducing agents without over-rotating on automation.

Devex floor, saving the day, and weekly reading