Platform teams building internal control planes often rely on brittle scripts and tools like Terraform that weren't designed for multi-step, long-running orchestration with human approvals. Temporal addresses this by introducing Durable Execution to infrastructure management — ensuring workflows run to completion even through crashes, timeouts, or worker failures. Key capabilities include automatic replay from event history to avoid orphaned infrastructure, robust scheduled automation replacing fragile cron jobs, and native human-in-the-loop patterns (via Signals and Queries) that make true self-service developer portals safe to ship. Netflix is cited as a real-world example of this pattern at scale.
Table of contents
The pain of modern platform engineering #A better way: Building a control plane on Temporal #Wrap-up #20 Impressions