Hi Reader ,
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The world is shifting toward HAAO (Human Assisted Autonomous Organization) with 3 communication layers: H2H (Humans to Humans), H2A (Humans to Agents), A2A (Agents to Agents). H2A is the one we’re naturally excited about — but how do you become a good AI manager?
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​3 IDEAS FROM ME
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​I. H2A isn’t prompting.
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​It’s specification, context curation, and designing meaningful interrupts. The goal isn’t replacing humans — it’s compressing a startup’s week into a continuously running system with work always in flight.
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Step one isn’t humans amplified by AI and Skills. It’s shared infrastructure: humans see what agents say to each other and can interject; agents see human messages and prioritize them on the next tick.
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​II. H2A is the new managerial craft.
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​The 2023 prompt-engineer is the 2026 agent-designer. Every operator role will be redefined by how well it commands the H2A layer — and most JDs haven’t caught up.
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Anecdote: my co-founder told his AI everything should be finalized by 4am so he could push to live on waking. He wakes up early, nothing’s done. Our other co-founder later realizes the agent stopped at 4am sharp — “as per your instruction, I stopped here” — even though it needed 30 more minutes to compile.
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In an org where each human manages at least 2 agents, and top members up to 80, how do you make sure they have the skills? Design agents to run autonomously by default; pull humans in only on clear escalation triggers — JTO: Judgment, Trust, or Override.
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​III. H2A when AI is drifting.
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​Build for this future now, or refactor later under duress. Infra matters; code review too.
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We let our agents work with each other for 2 nights — one too many. Night one looked impressive; we were already dreaming of beach sports while the bots worked. Night two, they went rogue, mixing projects, code, and architecture.
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It took almost a week to recover — enough good was built that we didn’t want to roll back, but enough bad that we couldn’t onboard the customers our marketing agents had just earned.
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​2 QUOTES FROM OTHERS:
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​I.
“Coordination runs on lane ownership: one human, two paired agents per lane — a daily-driver and a reviewer. Agent identity is durable and inherits the human’s GitHub identity. Review is agent-on-agent. Work queues in GitHub Issues; real-time talk happens on a shared self-hosted chat surface.” - Ted, my co-founder
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​II.
"The hottest new programming language is English.” — Andrej Karpathy, Former Director of AI at Tesla and Founding team member at OpenAI
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​1 ACTION FOR YOU:
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​Management is all about rhythm. The week-long startup sprint is compressing into a 24-hour cycle. What rhythm are you setting with your agents?
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Let's Play!
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​Ludovic Bodin
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​3x Entrepreneur, 2x Unicorn Investor, 1x IPO
Founder of BOBIC Generational Wealth
Author of Atomic Scaling
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​P.S. : Atomic Scaling — every format — including FREE. Paperback, hardcover, Kindle, audiobook, plus free PDF/EPUB for anyone who can’t afford it. The ideas belong to every founder who needs them.
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​Crafted and gifted with love by Ludovic.

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University Avenue, Palo Alto, California 94301
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