Workflow Orchestration Patterns FAQs

Question 1

What is the primary difference between a Workflow and an Activity?

Accepted Answer

Workflows contain the orchestration logic and must be deterministic, while Activities handle all external side effects like database writes, API calls, and network interactions.

Question 2

Does this skill handle error recovery and retries?

Accepted Answer

Yes, it provides patterns for automatic state preservation, configurable activity retries, and compensation logic (Sagas) to gracefully handle partial failures in distributed environments.

Question 3

Can this skill help with human-in-the-loop automation?

Accepted Answer

Absolutely. It includes patterns for asynchronous callbacks and signaling, which are ideal for tasks requiring manual approval, webhooks, or external event triggers.

Question 4

Why is determinism important in workflow orchestration?

Accepted Answer

Workflows function as state machines that replay event history to recover state. Non-deterministic code, such as direct system time calls or random numbers, would cause the replay to diverge and fail.

Question 5

When should I use this skill instead of standard API calls?

Accepted Answer

Use this skill for multi-step processes spanning different services, long-running workflows that need to survive server restarts, or complex distributed transactions requiring all-or-nothing semantics.

Workflow Orchestration Patterns

Key Features

Use Cases

Workflow Orchestration Patterns

Key Features

Use Cases