Knight's Blog
Agent architecture, data plumbing, and the techniques we reach for on delivery. Longer and more technical than the field notes, and written to be useful whether or not you work with us.
If an agent writes a program, something has to run it. A container starts with an operating system and asks you to remove things. An isolate starts with nothing and makes you add them back, one function at a time.
Read moreMCP made it easy to give an agent a hundred tools. Code mode is a slight correction: hand the model a typed API and let it write a program, so schemas and intermediate results stop flowing through the context window.
Read moreIt only takes an hour, no fluff. Meet with a Nightshift engineer to get started.
