How FLORA shipped a creative agent on Vercel's AI stack

FLORA built FAUNA, a long-running creative agent that turns ideas into visual workflows on a digital canvas, allowing designers to describe goals like campaign visuals or moodboards and have the agent automatically pull references, select from 50+ AI models, and generate parallel variations. After an initial build using LangChain and Temporal — which required maintaining two separate systems — FLORA migrated to the Vercel AI Stack, leveraging the AI SDK for out-of-the-box agent primitives such as models, tool calling, and interface logic , while the Workflow SDK's DurableAgent adds durable orchestration so each step persists and retries on failure, and Fluid Compute runs jobs cost-efficiently as the agent fans out into many concurrent tasks, critical for parallel, long-running image generations. The result was a unified, integrated stack that eliminated infrastructure debates and delivered FLORA 2x faster to production with their generation system.

Agentic Infrastructure
vercel for ai agents
Agent responsibly
I open-sourced an agent architecture that’s born for long-horizon tasks, which Manus and OpenClaw don’t natively support very well
Human judgment in the agent improvement loop

Source: agents

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