What's Changed
🏕 Troubleshoot
- feat: add knowledge graph service map enricher with UI
- feat: Ed25519 message signing at relay for proxy agents
- fix: assorted stability and security fixes for collector, relay, and helm charts
🏕 Notifications
- fix: improved rule snooze logic
🏕 Tickets
- fix: assorted ticket integration and sync job fixes
🏕 Workflow
- feat: add OAuth 2.0 client_credentials auth for HTTP/MCP tasks
- feat: improve error handling and validation messages in API
- fix: richer schemas, ClickHouse support, and cascading fields for ticket tasks
- fix: listing improvements
🏕 Cloud
- feat: add GCP Pub/Sub real-time events onboarding modal
- feat: added missing metadata and status flags for cloud resources
- fix: poll CloudWatch alarms across all regions and improved event fingerprints
- fix: assorted multi-region EventBridge, GCP, and Azure Event Grid fixes
🏕 AI
- feat: add on-device embedding support for rag-server
- feat: AWS and Azure RCA CloudFormation and ARM templates update
- fix: improve investigation output, log-analysis rendering, and code analysis routing
- fix: assorted LLM performance, memory optimizations, and OOM crash fixes
🏕 Integrations
- feat: add Splunk Observability Cloud integration