Home / EthCC[10] / AI x Token Engineering

Proposed · EthCC[10] · April 12–15, 2027

AI x Token Engineering

Building the Token Engineering Process Machine, Together

A collaborative session on AI-agent workflows in token engineering — practitioners compare notes on what's actually working, then the room maps out a shared process together, end to end.

Why this session

AI agents can already support real parts of the token engineering lifecycle — research synthesis, spec drafting, simulation scaffolding, mechanism stress-testing, monitoring live parameters — but practice is scattered across individual teams, mostly undocumented, and untested against each other.

This session treats that gap as the topic itself, rather than one person presenting a finished answer nobody has yet.

Format

  1. Practice Shares

    ≈20 min

    A few practitioners each give a short lightning share of their own process: what they use AI agents for today, what works, what doesn't, and where they've been burned by trusting an agent's output too far.

  2. Collaborative Mapping

    ≈20–25 min

    Together, the room sketches a shared Token Engineering Process Machine — idea → research → spec → prototyping → modeling → implementation → go-live — and marks, at each stage, what can realistically be agent-assisted and where a human-in-the-loop checkpoint is still needed.

  3. Wrap-up & Documentation

    ≈10 min

    Consolidate what the room converged on, and where it openly disagreed, into a living, shareable artifact rather than letting the discussion evaporate.

How to get involved

  • Have a process, workflow, or hard-won lesson to share? Propose a short practice-share slot below — that's the only way to actively contribute beyond attending.
  • Otherwise, no sign-up needed: everyone who shows up takes part in the collaborative mapping, there's no group to pick. RSVP on Luma just so we can plan for numbers.

Proposed topics

No topics published yet — check back once the first is approved, or propose one.

Recap

Recap will be posted here after EthCC[10] — check back after April 12–15, 2027.

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