The unexpected implications of constrained JSON decoding
Constrained JSON decoding works by filtering logits, not by teaching the model. This has consequences for performance, correctness, and schema design that are easy to miss.
Articles
A better way to interact with AI — threaded conversations on artifacts
Chat is an inconvenient interaction model for working with AI on structured artifacts. Here’s what I use instead.
The Unreasonable Effectiveness of Structured Cooperation
Why is GOTO bad, why was structured concurrency invented, and how does that explain the unreasonable effectiveness of structured cooperation.
Towards an Implementation of Structured Cooperation
An overview of how structured cooperation is implemented in Scoop, along with two of its fundamental components: EventLoopStrategy and CooperationContext.
Taming Eventual Consistency—Applying Principles of Structured Concurrency to Distributed Systems
An introduction to structured cooperation, a new way to design distributed systems, and Scoop, a POC orchestration library.
This is how you win type wars
Beyond the static vs. dynamic typing flame war: a practical guide to understanding the tradeoffs, when to use each, and how Common Lisp bridges both worlds.
Arguments against static typing
A practical defense of static typing that addresses common complaints, agrees with them, and shows why they make static typing powerful.