Move an Apify actor workflow to media jobs

Move an Apify actor workflow to media jobs

Evaluate an Apify migration at the actor boundary. Identify which outputs your application consumes, then test how a Tornado media job fits that contract.

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From a source URL to a file your product can use.

Identify the actor output contract
List the actor inputs and the output fields your application actually reads. Treat custom transformations separately from downloading media so they are not lost during migration.
Replace one media boundary at a time
Connect a test source to job submission, then map the completed result back into your existing processing flow. Keep application-specific enrichment or indexing in an explicit downstream stage.
Measure the workflow you run
Compare the observed usage and delivered results for your source sample. Actor configuration and commercial terms vary; use your actual setup rather than a generic platform-wide price comparison.

Tornado is literally the only good API that does this. I tried every competitor. It's a side project for them, a feature. For Tornado it's the whole product. The API is well designed, and any issue is fixed within a day. With the other guys it took weeks, if not months.

Podcast platform founder · production customer
Try your first media workflow
Start with one source URL and check the delivered result.
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Know what to expect.

What does Tornado API do?

Tornado API retrieves supported media, prepares your selected output and delivers the file. Use the dashboard to try a workflow and inspect jobs, then use the API to automate it.

Will every source URL work?

Availability depends on the source, access restrictions and supported output options. Test representative URLs and review the API documentation. Submit content you are authorized to use; access to a public URL does not grant rights to reuse it.

What happens when a job fails?

Check the job’s final status and failure details. Source restrictions, unavailable media or delivery configuration can prevent completion. Resolve the reported cause before retrying; after a request timeout, check the existing job before creating another.

How is usage billed?

Billing uses billable volume under your account’s plan. A billing floor can make it differ from the delivered file size, especially for audio or clips. Billing in the dashboard shows your active rate, allowance and usage.