Inputs
The systems and standard your team chooses
- Runbook, source material, and definition of done
- Records from Snowflake, ServiceNow, Tableau
Capacity management
Forecast demand & prevent congestion
What it does
- Forecasts demand by cell and region
- Flags where congestion will hit before it does
- Recommends the capacity action
How it works
- 1Ingests usage and growth signals
- 2Forecasts load per node
- 3Opens a capacity work item
Works with
Deployment contract
What goes in, what comes out, and where people review.
Outputs
A finished artifact with its work attached
- Forecasts demand by cell and region
- Flags where congestion will hit before it does
Approvals
Human control at the steps that matter
Choose which steps run automatically and which stop for a named reviewer before deployment.
Evals
Quality measured against your rubric
Score completed runs against accepted examples and task-specific criteria. Review failures with the source trace before changing the runbook or model.
Example result
The result is reviewable, not a black box.
A completed run keeps the task, sources, actions, approvals, and eval result together. Open any step to inspect what happened or send it back with a correction.
RUN
Capacity management
- Ingests usage and growth signalsSource trace saved
- Forecasts load per nodeSource trace saved
- Opens a capacity work itemOutput prepared
Rubric score, sources, and action log travel with the result
Related agents
Deploy in days, not months.
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