
Agentic Validation and the Power of Loops
From Troubleshooting Agile by A weekly problem-solving session for all things agile
April 15, 2026 · 21 min
About this episode
Jeffrey discusses frustrations with AI rollouts and the importance of learning from past change-management initiatives.
What’s got Jeffrey - the Founder of CITCON:AI - ruffled about AI?! In this episode, Jeffrey talks about his frustrations with how organisations approach AI rollouts without learning any lessons from the change-management initiatives that have gone before. Join us to get our take on when to hand over reporting to LLMs, when not to, and how to use ‘agentic validation.’ LINKS: - Alistair Cockburn article: https://ameyakarve.wordpress.com/2012/07/22/characterizing-people-as-non-linear-1st-order-components-in-software-development-cockburn-us/ - IMVU post: http://timothyfitz.com/2009/02/10/continuous-deployment-at-imvu-doing-the-impossible-fifty-times-a-day/ - CiTCON 2026: https://citconf.com/helsinki2026/ -------------------------------------------------- You'll find free videos and practice material, plus our book Agile Conversations, at agileconversations.com And we'd love to hear any thoughts, ideas, or feedback you have about the show: email us at info@agileconversations.com -------------------------------------------------- About Your Hosts Douglas Squirrel and Jeffrey Fredrick joined forces at TIM Group in 2013, where they studied and practised the art of management through…
People in this episode
Hosts: Douglas Squirrel, Jeffrey Fredrick
Guest: Jeffrey
Topics covered
- AI rollouts
- change management
- agentic validation
- reporting
- organizational learning
Keywords
- AI
- change management
- agentic validation
- reporting
- CITCON
- IMVU
- Agile Conversations
Mentioned in this episode
Organizations: CITCON:AI, IMVU, TIM Group
Books & works: Agile Conversations
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