
Google and Microsoft push agentic AI from Go to Copilot, Stack Overflow points to data curation and human validation, and yes, TypeScript can now run Doom. Agents, skepticism, and a dash of meme magic all feature this week.

AI and automation promise cleaner workflows, but engineers now navigate unseen bottlenecks and new complexities. From agentic UIs to nostalgic UX, simplicity in software remains a moving target.

From AI agents that speed up everything except the hard parts, to cloud outages that remind us it’s never just DNS, software engineering this week stays sharp, surprising, and sneakily philosophical. Whatever paradigm you pick, real-world complexity always gets the last word.

AI agents are eating away at software's grunt work, but the truly irreplaceable code is still written (and saved) by humans—just ask /dev/null or AWS's DNS enactors. This week’s roundup finds the engineered, agentic, and purely accidental ways that code, teams, and outages collide.

From chaos-driven testing to AI agents running amok and Python’s new speed tweaks, software engineering this week was all about incremental evolution, not revolutions.

This week's roundup spotlights how open models reveal secrets, agent frameworks invade every stack, and infrastructure innovation redefines how—and who—builds software. Skeptics invited.