Tammuz Dubnov
Tammuz DubnovTel Aviv

Founder & CTO, AutonomyAI

Tammuz Dubnov

I build AI systems, and write about what changes when agents do the building.

Mathematician at 18, aerialist and choreographer on the side, and a decade of building machine learning across audio, vision, text and code. These days I run engineering at AutonomyAI, where agents ship production code into enterprise codebases.

Before that: Zuzor and its computer-vision installations, an Emmy-winning audio product at Waves, AI research in Unit 8200, and enough stage time to know that a good demo is a form of proof.

Writing

Six essays on running R&D when agents do the building.

Alignment, review, knowledge, dispatch, and the handoffs in between. Written from what we actually do at AutonomyAI, not from a framework.

Read the essays

Speaking

Talks for teams building with agents.

Keynotes, engineering talks and executive sessions on agent harnesses, review at speed, and what happens to a team when the bottleneck moves.

Formats and booking
01

Harness engineering

From prompt engineers to harness engineers: designing the environment an agent lives in so mistakes become structurally impossible.

Engineering · 20–45 min
02

The last handoff

When PMs and designers ship real pull requests, the translation step disappears. What that demands from design, review and the org.

Product & design · 30–45 min
03

When the PM started writing code

A CTO's honest retrospective on merge rate, review bandwidth and the phases of AI adoption, from real production data.

Leadership · 30 min