Hi Product Hunt! I m Lili, one of the Engineers at Warp who built Oz an orchestration platform for cloud agents. Oz helps devs run coding agents at scale safely with orchestration, observability, a unified local <> cloud experience. I worked on setting up our cloud environments with all the tools agents need to run code (there is a lot to unpack here, getting cloud agents to work on arbitrary base docker images was more challenging than you might think!), surfacing agent runs and artifacts like PRs and plans in our desktop and web apps, and integrating the Oz agent directly into GitHub actions. Building with and on top of Oz has been so much fun. The platform is incredibly flexible, and the primitives we ve built unlock a whole new level of experimentation and automation. AMA about how we built Oz, our favorite use cases, and where we see the platform going!
I'm Muhammad, I've developed a full-stack web application for managing medical laboratory operations, built with modern technologies and deployed as a cloud SaaS solution.
Key Achievements:
I developed a comprehensive LIMS (Laboratory Information Management System)
Implemented multi-tenant architecture with Neon PostgreSQL and Prisma ORM
Relay shows up when workflows start to feel brittle and you want something more intentional than a chain of rules. It is often about coordination, not just automation.
If Relay is part of how your work moves forward, tell us what it is responsible for. What does it orchestrate? What used to fall through the cracks?
