A conversational interface is a natural way to request remote work and return to its result. The...
A conversational interface is a natural way to request remote work and return to
its result. The transcript provides continuity for a person. It is a weak place
to own machine identity, task lifecycle, approval, or execution evidence.
Messages describe interaction. Durable operational state needs explicit domain
objects and transitions beneath that presentation.
Your agent's chat interface is a lie. Every turn resets the state machine. Here's what session state as first-class…
Most conversational state management assumes the conversation is happening — a chat session, a...
Moving from a request-response loop to an autonomous loop. Practical patterns for agentic workflows in production.
There's a jailbreak that works on a surprising number of production chat assistants, needs no clever...
AI agents are hitting the same inflection point. Most people think an agent is the model, the...
TL;DR: AI coding agent memory should live in the repository, not the chat window. Bigger context...
