10 tracked signals on developer-experience.
We're going to need default hard budget caps on pretty much everything
Simon Willison · Oct 03, 2026
Coding agents make hard budget caps on cloud services urgently necessary by default
“Nobody wants to wake up to an email sent at midnight warning about a budget limit and find that, while they slept, their rogue service had consumed several hundred (or several thousand) more dollars of usage.”
How to Get Your Org to Adopt Coding Agents (Without Shipping Garbage) — Eyal Blum, Figma
AI Engineer · Aug 28, 2026
Figma's engineering org follows a three-act AI adoption curve ending in guardrails mastery
“reduced developer agency causes engineers to lose some of their job satisfaction”
The UX of AI: Making AI-Powered Apps Your Users Don't Hate - Kathryn Grayson Nanz, Progress Software
AI Engineer · Jul 18, 2026
AI has a serious UX problem as features outpace user-friendly design
“Your scientists were so preoccupied with whether or not they could, they didn't stop to think if they should.”
Build Systems, Not Code - Angie Jones, Agentic AI Foundation
AI Engineer · Jun 25, 2026
Building agentic systems requires the same engineering disciplines (systems thinking, workflow design) as pre-GenAI software development.
“When you're building agents, not just using them to write code, you start getting into architecting agentic systems.”
The solution might be cancelling my AI subscription
Simon Willison · May 31, 2026
AI coding agents make spinning up abandoned side projects frictionless, creating a serious attention and discipline problem.
“It's a thermonuclear ADHD amplifier and I have seen the same effect in every single one of my adult friends.”
Manage Amazon SageMaker HyperPod Spaces directly from SageMaker Studio
AWS Machine Learning Blog · Oct 06, 2026
AWS adds Studio UI to manage HyperPod Spaces, eliminating CLI dependency for ML developers.
“reducing the time from cluster access to productive development to a few clicks”
Quoting Matt Webb
Simon Willison · Aug 21, 2026
Developer used ChatGPT as interactive tutor to learn quaternions, not to write code
“So learning doesn't stop just because I outsource a bunch of thinking to AI. It pushes me to learn more.”
Onboarding a Developer with AI: A Better First-Day Experience | DEM367
Microsoft Developer (Build) · Jun 04, 2026
AI agents can compress the 3-9 month developer onboarding ramp by mapping codebases and surfacing hidden context.
“Three to nine months. That's how long it takes on average for a developer to become fully productive in a new codebase.”
🧾 Building a voice-to-print mirror with Gemini
Google Developers (Google I/O) · Oct 01, 2026
Developer built a voice-activated lamp using Gemini as the core intelligence.
“It helped me realize that I can kind of bring these slightly weird or fun or quirky ideas into a real reality.”
Building with Claude: Lessons from real projects | Serverless Office Hours
AWS (re:Invent) · Jun 03, 2026
A serverless livestream features a Palo Alto Networks architect sharing AI side-project lessons.
“it's kind of hard to not pay attention to AI so you gota try it at some point and understand what's going on”