SEO Title: Cloudflare’s Outage Is a Reminder: Treat Config Changes Like Production Deployments Slug: cloudflare-outage-global-configuration-changes Meta Description: Cloudflare’s December 2025 outage shows how a “small” global configuration change can cascade into a network-wide incident. Here’s...
If you have ever tried to make an AI assistant “stick” inside a company, you already know the hard part is not model quality. It is distribution, context, and workflow gravity. The most valuable AI...
Most teams reach for a full-blown vector database the moment they hear “embeddings.” But a surprising amount of embedding search happens in places where Kubernetes, gRPC, and distributed indexes are not just overkill, they are...
The most visible part of an LLM product is the chat UI. The most expensive part is the invisible loop behind it: turning long prompts into the first token, then producing thousands of tokens per...
Software infrastructure has a strange lifecycle. Some systems burn bright and disappear. Others quietly persist for decades, outliving platforms, languages, and fashion. The Amsterdam Compiler Kit (ACK) is in the latter category: a complete compiler...
Most people think of “blocked links” as a browser feature: a safe browsing list, a warning page, maybe a DNS filter. But the modern attack surface is increasingly inside apps, not browsers. A small piece...
The fastest way to make an AI agent feel useful is not to make it “smarter.” It is to give it the right capabilities at the right moment. In practice, that means shipping small, well-scoped...
If you have ever watched a coding agent do something brilliant and then immediately do something baffling, you have already discovered the real product surface area of agentic development: context. The model is not “smart”...
If you have ever checked Downdetector during a major internet incident, you probably assume it is built to survive exactly that moment. So it is a little jarring to learn that during a Cloudflare outage,...
If you build or operate coding agents, you are already designing a socio-technical system—not just shipping software. One surprisingly sharp lever in that system is vocabulary: the words we use to describe roles, authority, and...