AI systems that can plan, act, use tools, and persist over time with bounded autonomy and human oversight.

5 Mins - Shorts

https://www.youtube.com/playlist?list=PLMgr0xgBW16zw4XA10cZIjvsSOS4ix1ut

30 Mins - Relevant Almost Human Episodes

1. Shai Wininger Takes on AI-First Product Organizations: How Lemonade Builds AI-Native Products

How companies should be structured when AI is a core production capability:

• One-person teams and the collapse of traditional squads
• Org design as a first-order constraint in an AI world
• Engineers shifting from execution → platform / Lego-block creators
• Design systems, composable infrastructure, and configuration layers
• “Keeping the lights on” vs. freeing capacity for real product work

2. Nir Hemed Takes on Semi-Autonomous Agents: Your Next Co-Worker Isn’t Human

Deploying “AI agents” as operational workers in a real business:

• “10 categories of AI agents” covering ~150 services (finance, maintenance, compliance, etc.)
• a named onboarding agent (“Steven”) with tools + Slack access + roles/responsibilities