lilly guo
/ ai engineer & cto

I build
Agents you can
trust to act.

Agent systems end to end — and the governance and guardrails that make them safe to put into production.

/ live agent demo

What agent problem are you facing?

Describe it — this live agent scopes how I'd build it.

/ what i can do for you
  1. 01

    No agent yet? I build it - end to end

    Scoping, build, deploy - full stack.

  2. 02

    Have one you can't trust? I harden it

    Limits, evals, audit trails - so it runs unattended.

  3. 03

    Team building with AI? I level them up

    Orchestration, evals, hands-on pairing.

not sure which fits? describe your problem to the agent above ↑


Teams that have trusted me with production systems:

cto — security for money-moving agents agent orchestration & evals for their in-house team Polkadot cross-chain docs · Academy with Gavin Wood first production app on Internet Identity smart contracts offsetting Solana's carbon emissions
8 hackathon wins incl. 1st overall @ ETHGlobal Paris '23 (1,000 hackers)

learn more about my work →