Topic
- Structured output is the difference between a demo and a featureA model that returns prose is a conversation. A model that returns a validated object is a component you can build on. Getting from one to the other is mostly unglamorous contract work.2 min read· LLM workflows· Architecture
- Multi-agent systems are usually one agent and a queueMost problems described as needing a team of collaborating agents need one competent agent, a work queue, and a way to hand off to a person. The orchestration is the easy part to add and the hard part to debug.2 min read· Agent architecture· Architecture
- Where an LLM belongs in a workflow, and where it does notThe useful question is not whether a language model can do a step. It is whether the step tolerates being wrong occasionally, and what happens when it is.2 min read· LLM workflows· Architecture
