Maxi Armesto

CTO @ Turning frontier AI into real-world impact. 🎛️ Agentic-systems-as-stochastic-control-systems believer. 🏎️ Car enthusiast.

[Maxi Armesto @maxigoesagentic]

Identity is more than memory.

It includes permissions, tools, policies, history, goals, and a record of what the agent has done.

Claude or Codex can be the brain you turn on and off.

The agent is the persistent layer around it.

[Maxi Armesto @maxigoesagentic]

Most agents today don’t really exist outside the session.

Close the window and the context is gone. New session, new identity.

That makes the model useful, but the agent disposable.

The model can be replaced.
The identity should persist.

[Maxi Armesto @maxigoesagentic]

A developer agent produces a change. A QA agent checks it against the reference and returns feedback. The developer tries again.

The reference stays stable. The path to it doesn’t.

That’s why I see agentic engineering as a stochastic control problem.

[Maxi Armesto @maxigoesagentic]

AI agents are stochastic. Stop trying to make them deterministic.

Make the target deterministic: requirements, acceptance criteria, tests, SonarQube quality gates.

Then close the loop:
build → evaluate → feedback → retry

You don’t control every action. You control the loop.