Evolve AI infrastructure to support enhanced agent experiences

4/5

months

infra teams, ML architects, DevOps, AI platform engineers

◆ What Changed

Model-centric infra → agent-centric infra with new deployment needs.

◇ Why It Matters

Infra teams must innovate to handle dynamic, long-running agent workloads.

🛠 Builder Opportunity

Build new tools for managing long-running, stateful AI agents in production.

⚡ Next Step

→ Re-evaluate your AI deployment strategy to accommodate evolving agent needs.

📎 Sources