Adam Sioud

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P2Engine, A Capstone Project, A Master Thesis

September 8, 2025

P2Engine Rollout

  • orchestrate agents
  • evaluate each step
  • branch & rewind
  • trajectories & artifacts
  • replay & observe

P2Engine is a framework + runtime to build, run, and evaluate multi-agent systems. Extended with the Canton Network to enable monetary incentives, payments, and audits. Explore the repo →

P2Engine is not just a framework, it is a capstone project, a master’s thesis, where I explored multi-agent systems and related topics. The research was grand, and in this post I’d like to share thoughts, ideas, and findings. Just to note: the framework itself is only a step toward the bigger ideas/visions I explored.

Jump to Genesis· Systems (Economic Models)· Collective intelligence· The Bag of Candy Stack· P2Engine (Showcases, Architecture)· Ending· More

It’s a long dabble here, so jump to the part you find interesting and yes also if that happens be sure to reach out:) Be sure to reach out if anything piques your interest adam.sioud@protonmail.com or on X (@gustofied).

Genesis

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Systems

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Economic Models for Distributed AI Development

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P2Engine Global Agents Network P2Engine Architecture

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Collective intelligence

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The Bag of Candy Stack

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P2Engine

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Showcases

E1 — Agent Delegation
E2 — Branch Rewind
E3 — Rollout with Rerun
E4 — Ledger Operations

Architecture

Execution Sequence
Execution sequence
Observability Events
Observability events
Orchestration FSM
Orchestration finite state machine
Transaction Flow
Transaction flow

Ending

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More

Pointers I’ll fill in later:

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Corner drawing