> ## Documentation Index
> Fetch the complete documentation index at: https://opensre.com/docs/llms.txt
> Use this file to discover all available pages before exploring further.

# Daily Update — 2026-04-16

> OpenSRE engineering daily update for 2026-04-16 (Europe/London)

Thanks to everyone who contributed yesterday:

Ceren Camkiran, Ebrahim Sameh, Malik Amir Hamza, and Octopus 🙏🚀

## Main updates shipped (April 16, 2026)

* feat: add Jira investigation tools for incident ticket management (#287) — Malik Amir Hamza
* fix: plumb EKS tool output into state evidence via post\_process mappers — Ebrahim Sameh
* feat: add MiniMax provider support — Octopus
* synthetic: strengthen validation for 005-failover — Ceren Camkiran

## Source pull requests

* [#584](https://github.com/Tracer-Cloud/opensre/pull/584) fix: plumb EKS tool output into state evidence via post\_process mappers (author: Ebrahim Sameh; contributors: Ebrahim Sameh; labels: *none*; files: `app/nodes/investigate/processing/post_process.py`, `tests/nodes/investigate/__init__.py`, `tests/nodes/investigate/test_post_process.py`)
* [#621](https://github.com/Tracer-Cloud/opensre/pull/621) synthetic: strengthen validation for 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`)
* [#619](https://github.com/Tracer-Cloud/opensre/pull/619) feat: add Jira investigation tools for incident ticket management (#287) (author: Malik Amir Hamza; contributors: Malik Amir Hamza; labels: *none*; files: `.env.example`, `app/integrations/catalog.py`, `app/nodes/plan_actions/detect_sources.py`, `services/jira/__init__.py`, `services/jira/client.py`, `tools/JiraAddCommentTool/__init__.py`, `tools/JiraCreateIssueTool/__init__.py`, `tools/JiraIssueDetailTool/__init__.py`, `tools/JiraSearchIssuesTool/__init__.py`, `app/types/evidence.py`, and 5 more)
* [#620](https://github.com/Tracer-Cloud/opensre/pull/620) feat: add MiniMax provider support (author: Octopus; contributors: octo-patch and Octopus; labels: *none*; files: `config/config.py`, `services/llm_client.py`, `tests/services/test_llm_client.py`, `tests/test_config.py`)

## Generation metadata

* Generator version: `opensre 2026.4.5`
* Fallback summary used: `no`
* UTC window: `2026-04-15T23:00:00+00:00` to `2026-04-16T23:00:00+00:00`