Professional learning path

Performance Engineer

Investigate a slow or expensive workload using a comparable baseline.

Prepare

Design a recoverable reconciliation run

Run the reconciliation kit, then repeat it with the same inputs. Define how the production workflow should handle retries, late settlements, monitoring, and a failed downstream handoff.

Start with the browser demo or download the local kit. For the workspace exercise, you need approved access to the relevant Genedata capabilities and a reviewer for your output.

Practice tasks

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Knowledge checkpoint

A run fails after creating its review queue. What should a retry preserve?

Notes and progress are saved on this device.

Apply in your workspace

Improve performance with evidence.

Investigate a slow or expensive workload using a comparable baseline.

1

Define the workload, latency or cost concern, and the conditions of the baseline measurement.

2

Inspect query plans, serving behavior, resource usage, and the dependencies involved.

3

Test a focused change against representative input while keeping the comparison conditions explicit.

4

Document the trade-offs and measured result, then coordinate a controlled rollout with operations.

Expected handoff

A measured optimization proposal with reproducible conditions and trade-offs.

Explore your platform capabilities

Measure your progress

  • Cost per comparable workload execution
  • Latency under the agreed test conditions

Use AI to explain a query plan or suggest experiments; benchmark suggestions before adopting them.