Podcast · June 11, 2026

Agentic workflows, in practice

A conversation on where autonomy actually pays off, and where a human checkpoint is worth every second it costs.

An agent is not a chatbot. A chatbot answers; an agent acts — calling tools, retrieving data and completing multi-step tasks inside guardrails.

The design work is mostly in the guardrails: which steps run unattended, which pause for review, and how a person recovers when a step goes wrong.

Our rule of thumb: automate the gathering and drafting, keep humans on the judgement and the irreversible actions.

Why I joined Musebit AI

After a decade designing assistants inside large organisations, the interesting work moved to small, hyper-focused teams. Here's why.

AI-native interfaces are probabilistic. Confidence, provenance and a graceful path to correction are now core UI primitives.