Author: Markos Symeonides

Start with the rule change: project keys now need a lifecycle, not a hiding place OpenAI’s September 10, 2026 release notes state that project API keys gained configurable expiration dates, and that organization or project administrators can set maximum-lifetime policies for newly created keys. That changes operational practice: a key…

Why antimicrobial discovery needs an evidence-safe AI workflow Antimicrobial resistance turns ordinary discovery work into an operations problem: research teams must search enormous biological spaces, prioritize scarce laboratory capacity, and avoid mistaking computational novelty for therapeutic value. OpenAI’s September 10 case study on César de la Fuente’s lab is useful…

What you will build in this tutorial This tutorial builds a first, production-shaped OpenAI Agents API workflow rather than a throwaway prompt. By the end, you should have a small server-side project that creates an OpenAI-hosted session, waits for the hosted environment to become ready, sends a task, streams events,…