Production Agent Runtimes — Fast Instantiation and Typed Workflows
A production agent runtime optimizes what prototyping frameworks ignore: instantiation cost, typed workflow surfaces, and a serving-ready backend. The 2026 pairing: Agno (Python) aims at microsecond agent instantiation and stateless FastAPI backends. Mastra ships agents, tools, workflows, unified model routing, and composite storage on the Vercel AI SDK substrate.
Visual edition planned
This lesson isn’t interactive yet.
It is part of the curriculum and will get the same treatment as Phase 1 — a visual cover, hands-on labs, derivations with numeric checks and a quiz. Until then, the original lesson is the best place to read it:
Part of Phase 14 — Agent Engineering. Use the previous / next cards below to keep browsing the phase.