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Thanks to everyone who contributed yesterday: ANIRUDDHA ADAK, Ceren Camkiran, chaosreload, Ebrahim Sameh, fuleinist, kaushal-bakrania, Malik Amir Hamza, mayankbharati-ops, paulovitorcl, Shoaib, Shoaib Ansari, vincenthus, weichao, Yash Kapure, and Yash Kumar Saini 🙏🚀

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Main updates shipped (April 19, 2026)

  • feat: support multiple accounts, regions, and clusters per provider (#475) — Malik Amir Hamza
  • feat: RabbitMQ integration for queue and broker RCA (#324) — Yash Kumar Saini
  • feat: route Bitbucket and add bounded integration-wave slices (#484) — Shoaib
  • Bugfix: GitHub MPC Configuration #419 — Yash Kapure
  • fix: overlapping keyword redaction and hardcoded investigation loop limit — mayankbharati-ops
  • feat: structured retrieval intent in planning with tool controls contract (#480) — Shoaib Ansari
  • test(synthetic): add 8 Kubernetes RCA scenarios — Malik Amir Hamza
  • feat(#473): add routing metadata and explainable tool selection — mayankbharati-ops
  • feat(cli): add LangSmith deploy support to opensre deploy (#264) — Ceren Camkiran
  • fix: recognise EKS evidence keys in is_clearly_healthy short-circuit (#582) — Ebrahim Sameh
  • Fix MaskingContext.unmask() prefix collision (#639) — Chris Chen
  • chore: remove dead code identified by vulture analysis — vincenthus
  • ci: skip Windows runners on PR builds, run them only on push to main — vincenthus
  • fix: use typing_extensions.TypedDict for Python 3.11 / Pydantic 2 compatibility — chaosreload
  • fix: hide unimplemented DataDogMetricsTool stub from planner (#669) — kaushal-bakrania
  • synthetic: enforce primary reliance on RDS events in 005-failover (#601) — Ceren Camkiran
  • fix: Database logic expansion for QA Edge Cases (Batch 3) — ANIRUDDHA ADAK
  • docs: remove Bash/PowerShell labels from command blocks (#681) — paulovitorcl

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Source pull requests

  • #627 fix: Database logic expansion for QA Edge Cases (Batch 3) (author: ANIRUDDHA ADAK; contributors: ANIRUDDHA ADAK; labels: none; files: app/nodes/root_cause_diagnosis/prompt_builder.py)
  • #649 synthetic: enforce primary reliance on RDS events in 005-failover (author: Ceren Camkiran; contributors: Ceren Camkiran; labels: none; files: tests/synthetic/rds_postgres/005-failover/QA_VALIDATION.md, tests/synthetic/rds_postgres/005-failover/answer.yml, tests/synthetic/rds_postgres/run_suite.py)
  • #643 feat: support multiple accounts, regions, and clusters per provider (author: Malik Amir Hamza; contributors: Malik Amir Hamza; labels: none; files: .env.example, app/integrations/catalog.py, app/integrations/models.py, app/integrations/selectors.py, app/integrations/store.py, app/nodes/plan_actions/detect_sources.py, docs/docs.json, docs/multi-instance-integrations.mdx, tests/cli_smoke_test.py, tests/integrations/test_catalog_multi_instance.py, and 5 more)
  • #661 test(synthetic): add 8 Kubernetes RCA scenarios (author: Malik Amir Hamza; contributors: Malik Amir Hamza; labels: none; files: tests/synthetic/eks/001-oomkilled-crashloop/alert.json, tests/synthetic/eks/001-oomkilled-crashloop/answer.yml, tests/synthetic/eks/001-oomkilled-crashloop/eks_events.json, tests/synthetic/eks/001-oomkilled-crashloop/eks_pod_logs.json, tests/synthetic/eks/001-oomkilled-crashloop/eks_pods.json, tests/synthetic/eks/001-oomkilled-crashloop/scenario.yml, tests/synthetic/eks/002-image-pull-backoff/alert.json, tests/synthetic/eks/002-image-pull-backoff/answer.yml, tests/synthetic/eks/002-image-pull-backoff/eks_deployments.json, tests/synthetic/eks/002-image-pull-backoff/eks_events.json, and 43 more)
  • #520 fix: overlapping keyword redaction and hardcoded investigation loop limit (author: mayankbharati-ops; contributors: mayankbharati-ops and vincenthus; labels: none; files: app/guardrails/engine.py, app/investigation_constants.py, app/nodes/root_cause_diagnosis/node.py, app/pipeline/routing.py, tests/synthetic/rds_postgres/001-replication-lag/answer.yml, tests/synthetic/rds_postgres/002-connection-exhaustion/answer.yml, tests/synthetic/rds_postgres/003-storage-full/answer.yml, tests/synthetic/rds_postgres/004-cpu-saturation-bad-query/answer.yml, tests/synthetic/rds_postgres/005-failover/answer.yml, tests/synthetic/rds_postgres/006-replication-lag-cpu-redherring/answer.yml, and 10 more)
  • #585 fix: recognise EKS evidence keys in is_clearly_healthy short-circuit (author: Ebrahim Sameh; contributors: Ebrahim Sameh and vincenthus; labels: none; files: app/nodes/root_cause_diagnosis/evidence_checker.py, tests/nodes/root_cause_diagnosis/__init__.py, tests/nodes/root_cause_diagnosis/test_evidence_checker.py)
  • #645 Fix MaskingContext.unmask() prefix collision (author: Chris Chen; contributors: Chris Chen and fuleinist; labels: none; files: app/masking/context.py)
  • #501 feat: route Bitbucket and add bounded integration-wave slices (author: Shoaib; contributors: Shoaib, Shoaib Ansari, and vincenthus; labels: none; files: app/integrations/catalog.py, app/integrations/models.py, app/integrations/verify.py, app/nodes/plan_actions/build_prompt.py, app/nodes/plan_actions/detect_sources.py, app/tools/AzureMonitorLogsTool/__init__.py, app/tools/BitbucketCommitsTool/__init__.py, app/tools/BitbucketFileContentsTool/__init__.py, app/tools/BitbucketSearchCodeTool/__init__.py, app/tools/OpenObserveLogsTool/__init__.py, and 7 more)
  • #517 Bugfix: GitHub MPC Configuration #419 (author: Yash Kapure; contributors: vincenthus and Yash Kapure; labels: none; files: .env.example, app/cli/wizard/env_sync.py, app/cli/wizard/flow.py, app/cli/wizard/integration_health.py, app/cli/wizard/prompts.py, app/integrations/cli.py, app/integrations/github_mcp.py, app/integrations/mcp_streamable_http_compat.py, app/nodes/publish_findings/renderers/terminal.py, app/remote/server.py, and 11 more)
  • #523 feat(#473): add routing metadata and explainable tool selection (author: mayankbharati-ops; contributors: mayankbharati-ops and vincenthus; labels: none; files: app/nodes/investigate/types.py, app/nodes/plan_actions/node.py, app/nodes/plan_actions/plan_actions.py, app/tools/CloudWatchBatchMetricsTool/__init__.py, app/tools/DataDogLogsTool/__init__.py, app/tools/SREGuidanceTool/__init__.py, app/tools/investigation_registry/__init__.py, app/tools/investigation_registry/prioritization.py, app/tools/registered_tool.py, app/tools/tool_decorator.py, and 2 more)
  • #615 feat: RabbitMQ integration for queue and broker RCA (author: Yash Kumar Saini; contributors: vincenthus and Yash Kumar Saini; labels: none; files: .env.example, Makefile, README.md, app/cli/constants.py, app/integrations/catalog.py, app/integrations/models.py, app/integrations/rabbitmq.py, app/integrations/verify.py, app/nodes/plan_actions/detect_sources.py, app/tools/RabbitMQBrokerOverviewTool/__init__.py, and 17 more)
  • #664 ci: skip Windows runners on PR builds, run them only on push to main (author: vincenthus; contributors: vincenthus; labels: none; files: .github/workflows/ci.yml)
  • #593 feat(cli): add LangSmith deploy support to opensre deploy (author: Ceren Camkiran; contributors: Ceren Camkiran; labels: none; files: app/cli/commands/deploy.py, app/cli/langsmith_deploy.py, tests/cli/test_deploy.py, tests/cli_smoke_test.py)
  • #497 feat: structured retrieval intent in planning with tool controls contract (author: Shoaib; contributors: Shoaib, Shoaib Ansari, and vincenthus; labels: none; files: app/nodes/plan_actions/node.py, app/state/agent_state.py, app/tools/base.py, app/tools/registered_tool.py, app/tools/tool_decorator.py, app/types/__init__.py, app/types/retrieval.py, tests/nodes/plan_actions/test_node_plan_actions.py, tests/tools/test_registry.py, tests/types/test_retrieval.py, and 1 more)
  • #665 chore: remove dead code identified by vulture analysis (author: vincenthus; contributors: vincenthus; labels: none; files: app/analytics/cli.py, app/cli/wizard/store.py, app/config.py, app/entrypoints/cli.py, app/integrations/azure_sql.py, app/integrations/mongodb.py, app/nodes/publish_findings/formatters/base.py, app/services/env.py, app/services/vercel/client.py, app/tools/registry.py, and 4 more)
  • #671 fix: hide unimplemented DataDogMetricsTool stub from planner (author: kaushal-bakrania; contributors: kaushal-bakrania; labels: none; files: app/tools/DataDogMetricsTool/__init__.py, tests/tools/test_datadog_metrics_tool.py)
  • #668 fix: use typing_extensions.TypedDict for Python 3.11 / Pydantic 2 compatibility (author: chaosreload; contributors: chaosreload and weichao; labels: none; files: app/nodes/investigate/types.py)
  • #683 docs: remove Bash/PowerShell labels from command blocks (author: paulovitorcl; contributors: paulovitorcl; labels: none; files: docs/quickstart.mdx)

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Generation metadata

  • Generator version: opensre 2026.4.5
  • Fallback summary used: no
  • UTC window: 2026-04-18T23:00:00+00:00 to 2026-04-19T23:00:00+00:00