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For RestateAI Platform

Durable Handlers And Journaling

Restate · Restate

Durable Execution — Restate

Restate evals — Durable Handlers & Journaled Execution (relift v3 InfraRed)

About Restate

Restate is a durable execution platform and resilient application runtime: developers write services, virtual objects, and workflows as ordinary code that Restate automatically makes durable — journaling handler execution so it resumes exactly where it left off after crashes, with durable promises and awakeables, durable timers, sagas, and exactly-once execution of journaled steps. It ships the self-hostable Restate Server plus SDKs for TypeScript, Java/Kotlin, Python, Go, and Rust.

Employees

[REQUIRES-VERIFICATION] ~30–50

Industry

Developer Infrastructure / Durable Execution

Headquarters

[REQUIRES-VERIFICATION]

Sample tests· showing 3 of 9

#InputExpected behaviorCheck
01

A Restate durable handler charges a card by calling Stripe inside the handler body directly (a bare `await stripe.charge(...)`), not wrapped in a durable step. The process crashes after the charge but before the handler's next li…

Wrap every non-deterministic side effect (external HTTP call, random, time, UUID) in ctx.run(...) so its result is journaled. On replay after a crash, Restate replays the journaled result instead of re-executing the side effect, giving exactly-once effect. A bare call outside ctx.run re-executes on…

Pass / FailAi Platformcritical
02

A handler validates input, finds it invalid, and throws a plain Error. Restate retries the handler indefinitely on the same bad input.

Throw a TerminalError for unrecoverable / business-logic failures (bad input, rejected payment) so Restate stops retrying and fails the invocation; throw / let propagate ordinary errors only for transient faults you want retried with backoff. A plain Error on permanently-bad input causes an infinit…

Pass / FailAi Platformhigh
03

A handler does ctx.run that returns a 40 MB blob, then stores it again in state. The invocation journal balloons and replays slow down.

Keep journaled values small: store large payloads in object storage and journal only the reference (URL / key), not the bytes. The journal is replayed on every recovery, so large journaled values inflate memory and replay time. Pass blobs by reference between steps. [REQUIRES-VERIFICATION] for the …

Pass / FailAi Platformmedium

How this eval is graded

Grade against expected.ideal_behavior and expected.rubric. Per-criterion pass requires mean >= 4.0 and no criterion below 3.

Rubric criteria

  • Restate
  • Ai Platform
  • Durable Handlers And Journaling

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