Waiting 20 minutes for a staging environment is a system failure when the entity making the request is an autonomous AI agent rather than a human. Most platforms are built around human patience, relying on manual steps and slow provisioning workflows.
To scale agentic development, platform teams need to rethink their infrastructure:
- Replace manual approval gates and slow ticket-based systems with deterministic, API-driven workflows.
- Transition governance from manual reviews to automated policy-as-code enforced within declarative manifests.
- Shift the platform team's focus to building high-level architectural guardrails and machine-speed containment to handle confident, destructive agent errors.
Building for the agentic new user means turning infrastructure into an ephemeral utility accessible entirely through code, Git, and APIs.
Check out the full technical write-up to learn how to prepare your platform roadmap for AI agents.
Building infrastructure for AI agents | Upsun
Stop the human bottleneck. Learn how platform teams use API-first infrastructure to support the speed and volume of autonomous AI agents.
upsun.com
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