Agentic Cloud: Using Agents to Build Tomorrow’s Cloud | Testμ 2025

Agentic cloud will shift development from manually orchestrated workflows to autonomous, AI-driven system management.

Developers will increasingly focus on designing modular, observable, and policy-compliant components that agents can manage intelligently.

Routine tasks like scaling, monitoring, and incident remediation will be automated, freeing developers to concentrate on architecture, optimization, and innovation.

  • Shift to supervision: Developers define rules and guardrails rather than executing operational tasks.

  • Embedded observability: Systems will need rich telemetry so agents can act safely and humans can audit actions.

  • Faster iteration: Continuous deployment and self-healing systems reduce manual intervention and downtime.

  • Collaborative workflows: Humans and agents work together agents handle repetitive or high-volume tasks, humans handle edge cases and strategy.

Developers will move from operators to designers of autonomous, resilient, and adaptive cloud systems.