SANIF SS/ AI Systems Architect

I build AI tools teams can operate and trust, and write about architecture and agent systems.

Selected systems

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Field notes & case studies

From the Writing Desk

The first field notes and case studies are on the way.

Receipts included

Engineering Decisions

RULE-01

Policy gates before remote execution

ACCEPTED

Agents get a constrained interface; operators keep credentials and approval.

RULE-02

Durable files over hidden application state

ACCEPTED

Portable data remains inspectable after the surrounding tool changes.

RULE-03

Unrestricted agent access to infrastructure

REJECTED

Convenience is not worth an invisible production trust boundary.

The engineer

About & Now

Background

I build AI systems for teams that need to trust what those systems do.

Years of shipping products end to end across mobile, web, and backend. Now a CTO and open-source builder of tools for working with agents.

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Currently

Building: safer interfaces between agents and infrastructureExploring: useful memory without accumulated noiseWriting: practical notes from production-minded AI work

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Interested in agent systems, architecture, or practical AI delivery?

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