In this Mob Mentality Show episode, Chris Lucian sits down with Woody Zuill and James Herr to explore one of the most pressing questions in software teaming today: when AI is writing the code and your team is barely touching the keyboard, where does mob programming fit in? Rather than pushing collaboration aside, James and Woody argue that AI is exposing long-standing bottlenecks more clearly than ever — and that the ensemble is more important now, not less. They share the "AIM Mobbing" perspective they are developing, showing how AI and software teaming unlock the full ensemble by finally removing code as a barrier to participation.
Chris adds insights from his own agentic workflow experiments at Hunter Industries — running multiple agents in parallel in a "plate spinning" pattern, using a mutation testing agent running continuously in the background, and crafting large prompts designed to complete 2+ hours of work autonomously. The group also explores how context window management, modular skills files, and code generators solve the consistency problems that make many developers skeptical of AI-generated code. Woody shares his honest experience with LLM reliability and the importance of having strong verification mechanisms in place — including unit tests used as guardrails rather than as a test-driven design tool.
The episode closes with a rich reflection on this chaotic and exciting moment in software history. Woody compares it to the earliest days of programming: discovery happening in real time, the ground shifting underfoot, and ideas growing faster when shared. All three guests agree that teams who use AI as a highly amplified collaborative learning environment will be best positioned to thrive — and that the skill of giving high-level intent, central to mob programming, is the same skill that unlocks the most from an AI agent.
We dig into:
- How AI accelerates the exposure of queuing and bottlenecks throughout the entire software development lifecycle.
- Why removing code as a barrier enables product owners, UX designers, and testers to join the ensemble full-time.
- The "plate spinning" pattern: running multiple AI agents simultaneously to eliminate wait time for the mob.
- Chris's agentic kata practice: 3 months of prompts crafted to run 2+ hours without errors, and what he learned.
- Context window management: keeping LLM context at ~50% capacity using tiny instruction files and modular skills files.
- Using AI to write code generators (not production code directly) for deterministic, consistent output.
- Unit tests as guardrails for AI-generated code rather than as TDD design tools.
- Woody's experience with LLM limitations — hardcoded outputs, forgotten context, and the need for verification.
- The high-level intent parallel: how directing an AI agent mirrors the navigator/driver model in mob programming.
- Why this chaotic period in software development is the most exciting in decades — and why teams will navigate it better than solo developers.
Podcast Episode…
Apple: https://podcasts.apple.com/us/podcast/the-mob-mentality-show/id1485950034
Spotify: https://open.spotify.com/show/01npjdd1VRiNqw1RZ8aB5g?si=607de4da208a425c
PodBean: https://mobmentalityshow.podbean.com/
Amazon: https://music.amazon.com/podcasts/7a695161-1857-466d-83ca-d9a75161823b/the-mob-mentality-show
References…
Woody Zuill's LinkedIn: https://www.linkedin.com/in/woodyzuill/
James Herr's LinkedIn: https://www.linkedin.com/in/james-herr/
Software Teaming / Mob Programming Resources: https://woodyzuill.com/
Thanks to G-SLiK (https://soundcloud.com/g-slik) for the intro and outro music.
Chris Lucian and Austin Chadwick discuss all things #agile and product development from a #MobProgramming perspective.
Chris Lucian is the Director of Software Development at Hunter Industries and a founder of mob programming. https://www.chrislucian.com/p/chris-lucian-biography.html
Austin Chadwick is a Mob Programmer at Hunter Industries and is a passionate agilist and craftsman with experience in several roles (e.g. coach, developer, tester, scrum master, business analyst). https://www.linkedin.com/in/austin-chadwick-3a58151a4/
We would love your feedback and ideas for future episodes! Please add comments to the video or reach out to us on Twitter ( https://twitter.com/mob__mentality & https://twitter.com/ChristophLucian ).
All statements and opinions expressed by Chris, Woody, James, and Austin are solely their own and do not represent the views of any company. Chris and Austin are just sharing and not recommending ( https://justsharing.dev/ ).
