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Co-Authored-By: Claude Opus 4.5 <[email protected]>
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| Passing multi-megabyte payloads through Workflows when external storage (S3, blob storage) is more appropriate. | ||
| Use [compression](/troubleshooting/blob-size-limit-error#why-does-this-error-occur) or the claim check pattern for large data. | ||
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| ### Over-optimization at the expense of observability |
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Can we provide an example here? What kind of optimization would harm visibility?
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| **High Actions costs generally indicate**: | ||
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| - Many Activities per Workflow |
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Would it be overkill to add links to these items?
https://temporal.io/blog/how-many-activities-should-i-use-in-my-temporal-workflow
https://docs.temporal.io/encyclopedia/workflow-message-passing#choosing-messages
https://docs.temporal.io/cloud/worker-health#manage-worker-heartbeating
https://docs.temporal.io/develop/activity-retry-simulator
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| Each Activity retry counts as 1 Action. | ||
| Default [Retry Policies](/encyclopedia/retry-policies) can be aggressive, which is appropriate for most operations but costly for expensive external operations. | ||
| Consider limiting maximum attempts, increasing initial intervals, and using larger backoff coefficients for expensive operations while maintaining standard retry behavior for normal operations. |
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We haven't used many examples in this guide, but it feels like one would really help here.
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Adds guide covering Actions and Storage optimization strategies for Temporal Cloud.
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┆Attachments: EDU-5853 Add cost optimization best practices guide