software-engineering
8 articles
The Part of Andrew Ng's Skills Map Worth Reading Closely Is No. 4: Engineering Work Is Moving Upstream, Toward the Spec
Andrew Ng's AI engineering skills map lists four abilities, and the fourth deserves the closest read: he argues coding agents are getting rapidly better at delivering to spec, so engineers' work is shifting toward deciding what goes into the spec. gu-log pushes further: once implementation gets cheap, what does a wrong spec cost, which decisions can't be undone, and does your company's process even leave engineers room to do this?
Using Claude Code as a Project Manager: A One-Person, Four-Role AI Software Team
Al Grigor uses Claude Code as an orchestrator across four roles—product manager, software engineer, QA tester, and on-call engineer. Each task must move from backlog through acceptance before commit, avoiding the trap of one agent writing code and approving its own work.
Simon Willison's AI Status Report — The Tipping Point Is Here, Dark Factories Are Coming, and Mid-Career Engineers Are in Trouble
Django co-creator Simon Willison gave Lenny's Podcast a broad AI status report: November 2025 as tipping point, coding agents burning him out by 11 AM, Dark Factories, mid-career risk, and the security pattern he calls the Lethal Trifecta.
One Human + Four AI Agents = 41 Tasks Completed Overnight: A Field Report on Agent Team Coordination
Alexey Grigorev stopped letting a single AI agent handle everything. Instead, he split the work across four roles—PM, SWE, QA, and On-Call—forming an agent team. He tested this setup on five real projects. One of them completed 41 out of 46 tasks in a single night.
AI Makes Coding Faster — So Why Are People Saying Engineers Are Doomed?
Dan McAteer's tweet questions a common leap in logic: if AI automates software engineering, software demand keeps growing, and trained engineers are best positioned to ride the wave — how does anyone conclude that engineers are screwed?
Deep Blue: Simon Willison Named the Existential Crisis Every Developer Is Feeling
AI writing better code? That "Deep Blue" feeling, coined by Simon Willison & Adam Leventhal (Oxide & Friends), means IBM's chess computer & the color of sadness. It's not just a tech problem, but a psychological crisis for engineers.
Cognitive Debt: AI Wrote All Your Code, But You Can't Understand Your Own System Anymore
Technical debt lives in code, cognitive debt in your brain. As AI writes 80% of code, system understanding drops to 20%. UVic's Margaret-Anne Storey, Simon Willison, & Martin Fowler confirm this isn't a hypothetical future—it's happening now.
Thoughtworks Secret Retreat Leaked: Juniors Are More Valuable Than Seniors Now — Software Engineering's Identity Crisis Is Here
Thoughtworks' AI in software retreat: Juniors more valuable, mid-level devs at risk, source code transient, AI agents on org charts. Humans too slow for AI's speed.