Field failure analysis
Returns into root-cause evidence
How a run goes
The steps this agent takes, in order, and what each one leaves behind.
Joins return records, test results, and issue history
Clusters field returns by signature, revision, and operating condition
Compares each cluster with known failure signatures
Builds an evidence pack for the likely root-cause path
Drafts the investigation brief with sources attached
Routes unresolved failure classes to the right engineering owner
Works in
Snowflake, Jira, GitHub
Snowflake, Jira, GitHubWhat 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
Connects to
Snowflake
Query and materialize warehouse data with your existing roles.
Jira
Triage, create, and update issues with audit trails.
GitHub
Read repos, open PRs, and comment under your permissions.
Skills included
- Failure clustering
- Root-cause brief
Need it to work differently?
Every agent can be changed: the steps it takes, the systems it uses and who approves what.