AI Exchange Ep. 2: Skills That Ship

What to expect

• Docs over chat: Keep durable context in specs, plans, implementation notes, review output, and handoffs so agents resume from checked-in files and humans can review or redirect the work.
• Versioned skills: Define entry instructions, required reads, allowed outputs, and hard rules so behavior survives model and tool changes.
• Bounded workers: Use one coordinator, delegate focused jobs, limit each actor’s context, and keep final QA and release review independent from implementation.
• Open Q&A with the PAAIPE community
• Updates on programs, benefits and partners

Program

• 8:00 PMWelcome and opening remarks
• 8:10 PMSkills That Ship: Multi-Agent Orchestration Without the Chaos — Justin Black
• 8:55 PMOpen Q&A with members
• 9:20 PMCommunity updates and closing

Speakers

Justin Black
Founder / Entrepreneur

Does your company want to support an Exchange?