Project Background
Databricks experienced a Sev-1 incident affecting a newly deployed Databricks Jobs control-plane service in one major cloud region. For 95 minutes, approximately 18% of scheduled production jobs were delayed or failed to start, impacting 42 enterprise customers, including 6 with premium support SLAs. You are the DevOps Engineer coordinating incident execution across SRE, service owners, support, and leadership.
The immediate outage has been contained by partially rolling back the release, but the organization now needs a blameless incident response plan that covers customer communication, technical stabilization, and a corrective-action roadmap before the next scheduled release in 14 days. The core team includes 9 engineers across SRE, platform engineering, and release infrastructure, plus 1 incident commander and 1 customer escalation manager.
Key Stakeholders
- SRE leadership wants fast restoration of reliability and stronger runbooks.
- The product engineering manager wants to preserve the release timeline for two customer-promised features.
- Support and account teams need clear customer messaging and ETA commitments.
- Security and compliance want assurance that audit logs, access controls, and post-incident evidence are preserved.
Constraints
- You have 14 calendar days before the next release window.
- Only $60K of unplanned budget is available for tooling, temporary coverage, or external support.
- No new headcount can be added.
- Two senior engineers are already committed 40% to another Databricks Runtime upgrade.
- Premium customers require an initial RCA summary within 72 hours.
Complications
- Early evidence suggests the trigger was a risky configuration change combined with an incomplete canary in one workspace tier.
- One executive wants to identify the "owner" publicly, while engineering leadership insists on a blameless process.
- Three strategic customers are threatening to pause expansion unless Databricks shows concrete prevention steps.
Your Task
- Build a 14-day execution plan for stabilization, RCA, and readiness for the next release.
- Define how you will run a blameless postmortem while still driving accountability.
- Recommend release trade-offs, including whether to delay, scope down, or proceed with safeguards.
- Propose customer communication, success metrics, and a rollback/readiness plan.
- Identify the top risks and mitigation actions for the next release cycle.
