Technical writing

Articles and engineering notes

Notes from Adrian Zevenster on production problems, design choices, and the trade-offs behind machine learning and AI systems.

Topics

Designing isolated, identity-aware generative-media workflows on Google Cloud.
Building regression frameworks for stochastic LLM extraction.
Separating processing status from business decisions in document verification.
Designing extraction systems for large, inconsistent bank statements.
Running Gemini extraction across prompts, schemas, parsers, confidence, and observability.
Building an analyst agent that validates proposed actions and reports incomplete execution.