Rethinking State at the Edge with Cloudflare Durable Objects
Most discussions of Cloudflare’s Durable Objects focus on what they can do: manage WebSocket connections, implement rate limiters, coordinate real-time colla...
Recent Posts
Teaching Values to Machines
Something remarkable happened in the final days of November 2025. A researcher named Richard Weiss, while probing Claude 4.5 Opus for its system prompt, stum...
Teaching the Machine to Ask Itself Better Questions
Watch a developer struggle with an AI coding assistant and you’ll see the same pattern. They write a prompt. The model misunderstands. They add more detail. ...
TikTok’s payment service struggled at 100,000 queries per second until engineers rewrote critical APIs in Rust
At exactly 100,000 queries per second, TikTok’s payment service stopped being an engineering problem and became an economic one. The APIs fetching user balan...
The Deliberate Constraints of MCP Elicitation
AI systems need to interact with the world. They need to read files, query databases, call APIs, and access services that require credentials, configuration,...