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IACM Pipeline Struck In Prod4
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## Summary
On May 14, 2026 , some customers running pipelines in the Prod4 production environment observed pipeline create and update requests that were slow or failed, and pipeline stages that did not start, produced no logs, and were eventually auto-aborted as “stuck”.
The issue was caused by an underlying compute node in our Prod4 cluster being recycled abruptly. As a downstream side effect, internal worker threads in the pipeline service became blocked waiting on responses that would never arrive, which caused some pipeline create/update requests and stage starts to slow down or fail.
## Impact
During the incident window (approximately 5:38 PM PDT on May 14 to 9:47 PM PDT):
- Some pipeline create and update requests on Prod4 were slow or failed.
- Behavior was intermittent — only pipelines whose requests were routed to an affected service pod were impacted; other pipelines continued to execute normally.
There was no data loss. The majority of pipelines on Prod4 continued to execute successfully throughout the incident — the primary impact was that affected create/update requests slowed down or failed, and a subset of pipelines could not progress and had to be aborted and re-run after mitigation. Overall service availability was degraded during this window.
## Root Cause
The pipeline service coordinates pipeline plan creation by sending requests to several internal supporting services.
During the incident, an underlying compute node in our Prod4 cluster was recycled by the cloud provider without completing its normal graceful-drain process, so the supporting-service pods running on that node were terminated abruptly. As a result, in-flight requests from the pipeline service to those pods were left without a response.
## Mitigation
Harness completed the following immediate mitigation steps:
- Restarted the affected supporting-service pods to restore healthy targets.
- Restarted the pipeline service in Prod4 to clear the blocked worker threads.
- Confirmed pipeline executions returned to normal and updated the status page to mitigated.
These actions restored pipeline execution behavior and resolved the customer-facing impact.
## Action Items
To reduce the risk of recurrence and improve detection, the following actions are in various stages of being implemented:
- Enhance timeout configuration to the pipeline service’s plan-creation requests so that when a supporting service goes away unexpectedly, the worker threads recover automatically instead of remaining blocked.
- Add per-target instrumentation on the pipeline service’s plan-creation request fanout (request count, latency, in-flight requests) so the affected supporting service can be identified as soon as possible during an incident.
- Investigate the abrupt node-recycle behavior in Prod4 with our cloud provider to ensure pods running on a recycled node receive a graceful shutdown signal in the future.
- Add proactive paging alerts on pipeline-service worker-thread saturation, so this failure mode is detected before it becomes customer-visible.