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. ...
Recent Posts
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,...
Data Architecture at the Network Edge
Cloudflare’s Data Platform announcement deserves attention not for what it builds, but for what it reveals about the economics of distributed analytics. By c...
The Security Imperative of AI Agent Infrastructure
We’re witnessing the birth of a new computing paradigm. Large language models are shedding their role as sophisticated search engines to become autonomous ag...