Task Queues Worker Scaling
Temporal · Temporal
Durable Execution & Workflow Orchestration — Temporal
Evaluates Temporal's Task Queues & Worker Scaling across 6 scenario-based test cases, each graded against an expected-behavior rubric by an LLM judge, from Corsac's Durable Execution & Workflow Orchestration eval coverage.
About Temporal
Temporal is a durable execution platform for orchestrating long-running, fault-tolerant workflows. Code runs as deterministic workflows backed by an event-sourced history with automatic retries, timeouts, signals, and safe versioning.
Sample tests· showing 3 of 6
| # | Input | Expected behavior | Check |
|---|---|---|---|
| 01 | Team disabled sticky execution to debug; workflow task latency 3x. Docs: sticky queue keeps workflow on same worker for cache. | Agent re-enables sticky workflow task queue settings per SDK defaults, scales workers horizontally, documents tradeoff. | Pass / FailTool usemedium |
| 02 | Activity task backlog 50k; each worker maxConcurrentActivityExecutionSize=1 with 2 pollers. | Agent raises poller count and maxConcurrentActivityExecutionSize within CPU/memory bounds, splits hot queues, tags [REQUIRES-VERIFICATION] on Cloud poller limits. | Pass / FailTool usehigh |
| 03 | Both share queue `default`; ETL activity flood blocks order workflow tasks. | Agent creates dedicated queues per domain, updates StartWorkflowExecution task_queue and Activity options, migrates workers. | Pass / FailTool usehigh |
How this eval is graded
Grade against expected.ideal_behavior and expected.rubric.
Rubric criteria
- Temporal
- Durable Execution
- Task Queues Worker Scaling
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ViewFrequently asked questions
What does the Task Queues Worker Scaling eval for Temporal Temporal test?+
Evaluates Temporal's Task Queues & Worker Scaling across 6 scenario-based test cases, each graded against an expected-behavior rubric by an LLM judge, from Corsac's Durable Execution & Workflow Orchestration eval coverage.
How is the Task Queues Worker Scaling eval scored?+
The judge rubric: Grade against expected.ideal_behavior and expected.rubric.
How many test cases does this eval pack include?+
The Task Queues Worker Scaling pack for Temporal Temporal contains 6 test cases. 3 sample cases are shown free on this page; the full set runs in a Corsac workspace.
How do I run this eval?+
Sign up for Corsac, connect your model or agent endpoint, and run the Task Queues Worker Scaling pack as-is or after customizing thresholds. Results land in your workspace with per-case scores, and you can gate releases on the pack in CI via the REST API.
Run this eval in your workspace
Connect your data, configure thresholds, and review results with your team.