Act Without Asking
Agents doing real work. The tools, the failures, and how much rope to give them.
Robin Leonard and Tobi Webster. Two operators. No demo theatre. New episodes on YouTube.
Episode 1 – What is a harness?
What is an AI harness – and why does it matter more than picking a model?
They get into the shift companies keep missing: going from AI-enabled to AI-native. What sits under that is the boring infrastructure – data, model choice, cloud versus on-prem – and the governance questions directors should already be asking.
Watch: YouTubeRead: Robin’s essay
Episode 2 – Multiplayer agents
One agent in a chat window is a demo. A team of agents that can work with each other – and with you – is a different operating model.
They pick up from the harness conversation: what changes when agents share context, how they learn off each other, and what that means inside a real company.
Watch: YouTube
Latest from the channel
Newest firstShorts
Quick cuts from the channel
AI-Native: The Future of Business Communication is Here! #shorts

Unlock Your Business's Digital Twin with AI for 'What If' Scenarios! #shorts

Marketing Director Builds Advanced Dashboard in Claude Over a Weekend! #shorts
Working on this inside a real org? Talk to me.
Episodes live on YouTube. Channel: @actwithoutaskingpod




