Inputs
The systems and standard your team chooses
- Runbook, source material, and definition of done
- Records from Snowflake, Jira, GitHub
Field failure analysis
Returns into root-cause evidence
What it does
- Clusters field returns by signature, revision, and operating condition
- Builds an evidence pack for the likely root-cause path
- Routes unresolved failure classes to the right engineering owner
How it works
- 1Joins return records, test results, and issue history
- 2Compares each cluster with known failure signatures
- 3Drafts the investigation brief with sources attached
Deployment contract
What goes in, what comes out, and where people review.
Outputs
A finished artifact with its work attached
- Clusters field returns by signature, revision, and operating condition
- Builds an evidence pack for the likely root-cause path
Approvals
Human control at the steps that matter
Route exceptions and controlled actions to the designated reviewer before anything is committed.
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
Field failure analysis
- Joins return records, test results, and issue historySource trace saved
- Compares each cluster with known failure signaturesSource trace saved
- Drafts the investigation brief with sources attachedOutput prepared
Rubric score, sources, and action log travel with the result
Related agents
Deploy in days, not months.
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