Federal judge strikes Flock mass surveillance; hard budget caps land at AWS and GCP; GitHub's Sept 23 outage traced to planned-maintenance cascade

Engineering

Simon Willison

We're Going to Need Default Hard Budget Caps on Pretty Much Everything

AI coding agents can deploy applications that consume paid cloud resources without limit and cause unexpected bills. AWS and Google Cloud now provide hard budget caps that pause services automatically when spending limits are reached. These hard budget caps should be the default option to protect users.

Nolan Lawson

Why Don't More Developers "Use the Platform"?

The article examines why developers choose third-party libraries over native browser platform APIs. Developers prefer familiar tools, third-party libraries offer better documentation than platform resources, and developers value custom solutions more than existing code. Historical browser limitations created developer habits that persist even as platform capabilities improve.

FTL

FTL: A New Operating System for Clouds

FTL is an operating system (OS) for cloud environments that puts OS functions into a userspace library. Containers get virtual machine (VM) security at container speed. Developers can build and modify the OS as a library without kernel programming.

GNOME Blog

The Era of Software Quality, or the Era of Ostriches?

Michael Catanzaro says AI vulnerability scanning is necessary to keep software quality high in 2026. AI reports have better quality than before, but humans should not rewrite them because this creates too much work. GNOME security reports rose from 13 in 2023 to 141 by mid-2026, mainly from AI analysis. Catanzaro warns against AI for code comments and commit messages, since human judgment remains necessary.

Social Sciences

Surfing Complexity

Quick Thoughts on GitHub's Sept 23 Incident

On September 23, GitHub experienced a 21-hour outage. A failed planned maintenance operation on a primary database triggered a cascade failure. Replicas could not reconnect after emergency failover, which reduced available database capacity. The primary database handled all traffic alone and became overloaded. Application error rates increased and API operations failed. GitHub committed to improve maintenance protocols, failover handling, and replica validation.

Marginal Revolution

Does Costco Cause Cancer?

Harvard researchers published studies about cancer near nuclear power plants. Critics tested the same analytical method on other locations. When applied to Costco, the method suggested associations with twenty percent of all cancer deaths. Universities showed fifteen times more association than nuclear plants. The method creates false associations with any location.

Crooked Timber

If a Chatbot Causes a Breach, the Code Isn't to Blame

When AI agents cause damage from user prompts, corporations and operators hold responsibility, not the code. The author proposes joint liability to shift corporate priorities from speed toward safety. Financial consequences would align business incentives and slow hyperscaling in AI development.

Humanities

Radical Elements

City Building Games Have a Soul Problem, Pt. 2

Cities: Skylines 2 lacks character because the game uses sterile, uniform visual design. Real cities show wear, graffiti, broken elements, and signs of growth or decline. The author says that good city games need procedural variety and environmental storytelling instead of artificial uniformity to feel alive.