Articles

A decision framework for engineering leaders and platform teams at the inflection point where scheduled tasks and message queues stop being infrastructure and start being a liability

A financial and operational framework for engineering leaders evaluating the true cost of building critical business workflows on infrastructure that was not designed for them

Temporal External Storage is a mechanism that offloads massive data files to an external store, such as Amazon S3.

Learn how recovery-oriented systems use Temporal durable execution, retries, sagas, idempotency, and workflow history to recover from failures without full restarts.

A practitioner's guide to workflow observability — the six signals that surface failures before they become incidents, and how Temporal exposes all of them without a custom dashboard

A single regional outage can take down every workflow Temporal is orchestrating payments, bookings, AI agents, everything.

The hidden cost of home-grown workflow orchestration is the compounding engineering, operational, and opportunity cost that teams pay to keep custom cron jobs, database-flag state machines, and

A production diagnostic guide for engineering teams running distributed workflows — before the next 2 AM incident makes the decision for you