> ## 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 — 2026-04-06

> OpenSRE engineering daily update for 2026-04-06 (Europe/London)

Thanks to everyone who contributed yesterday:

abhishek-marathe04, Ankit Juneja, Ankit Juneja, Matt Van Horn, Raman, Vaibhav Upreti, and vincenthus 🙏🚀

## Main updates shipped (April 6, 2026)

* feat: real-time streaming UI, interactive deploy, and multi-remote support — vincenthus
* feat: Add GitLab integration with investigation tools and optional MR commenting.(Fixes Issue #318) — abhishek-marathe04
* feat: add remote agent connection (health + trigger) — vincenthus
* feat: add Bitbucket integration for dev-tools investigation — Matt Van Horn
* feat: add Kafka integration for streaming and consumer-lag RCA — Matt Van Horn
* feat: add ClickHouse integration for OLAP database RCA — Matt Van Horn
* feat: add SSE streaming to remote investigate endpoint — vincenthus
* chore: refactor cli — Vaibhav Upreti
* perf(ci): speed up CI pipeline with uv, pytest-xdist, and job consolidation — vincenthus
* fix: resolve critical ollama tag matching issue causing redundant downloads — Ankit Juneja
* Feat/daily update 20 highlights — vincenthus
* fix: remove typo in contributors workflow API URL (fixes issue #212) — Raman

## Source pull requests

* [#398](https://github.com/Tracer-Cloud/opensre/pull/398) feat: add remote agent connection (health + trigger) (author: vincenthus; contributors: vincenthus; labels: *none*; files: `Makefile`, `app/cli/__main__.py`, `app/cli/wizard/store.py`, `config/config.py`, `app/graph_pipeline.py`, `deployment/remote/__init__.py`, `deployment/remote/client.py`, `deployment/remote/renderer.py`, `deployment/remote/server.py`, `deployment/remote/stream.py`, and 29 more)
* [#401](https://github.com/Tracer-Cloud/opensre/pull/401) chore: refactor cli (author: Vaibhav Upreti; contributors: Vaibhav Upreti; labels: *none*; files: `app/cli/__main__.py`, `app/cli/args.py`, `app/cli/commands/__init__.py`, `app/cli/commands/deploy.py`, `app/cli/commands/general.py`, `app/cli/commands/integrations.py`, `app/cli/commands/onboard.py`, `app/cli/commands/remote.py`, `app/cli/commands/tests.py`, `app/cli/constants.py`, and 2 more)
* [#400](https://github.com/Tracer-Cloud/opensre/pull/400) feat: add SSE streaming to remote investigate endpoint (author: vincenthus; contributors: Matt Van Horn and vincenthus; labels: *none*; files: `.env.example`, `app/integrations/clickhouse.py`, `app/integrations/models.py`, `app/integrations/verify.py`, `tools/ClickHouseQueryActivityTool/__init__.py`, `tools/ClickHouseSystemHealthTool/__init__.py`, `app/types/evidence.py`, `pyproject.toml`, `tests/integrations/test_clickhouse.py`)
* [#405](https://github.com/Tracer-Cloud/opensre/pull/405) fix: remove typo in contributors workflow API URL (fixes issue #212) (author: Raman; contributors: Raman; labels: *none*; files: `.github/workflows/contributors.yml`)
* [#403](https://github.com/Tracer-Cloud/opensre/pull/403) feat: add Bitbucket integration for dev-tools investigation (author: Matt Van Horn; contributors: Matt Van Horn and vincenthus; labels: *none*; files: `.env.example`, `app/integrations/bitbucket.py`, `app/integrations/models.py`, `app/integrations/verify.py`, `tools/BitbucketCommitsTool/__init__.py`, `tools/BitbucketFileContentsTool/__init__.py`, `tools/BitbucketSearchCodeTool/__init__.py`, `app/types/evidence.py`, `tests/integrations/test_bitbucket.py`)
* [#409](https://github.com/Tracer-Cloud/opensre/pull/409) Feat/daily update 20 highlights (author: vincenthus; contributors: Matt Van Horn and vincenthus; labels: *none*; files: `.github/workflows/daily-update.yml`, `.github/workflows/security-autofix.yml`, `app/integrations/clickhouse.py`, `app/integrations/daily_update.py`, `app/integrations/verify.py`, `deployment/remote/server.py`, `tests/integrations/test_daily_update.py`)
* [#402](https://github.com/Tracer-Cloud/opensre/pull/402) feat: add ClickHouse integration for OLAP database RCA (author: Matt Van Horn; contributors: Matt Van Horn and vincenthus; labels: *none*; files: `deployment/remote/server.py`)
* [#410](https://github.com/Tracer-Cloud/opensre/pull/410) perf(ci): speed up CI pipeline with uv, pytest-xdist, and job consolidation (author: vincenthus; contributors: vincenthus; labels: *none*; files: `.github/workflows/ci.yml`, `Makefile`, `pyproject.toml`, `pytest.ini`)
* [#404](https://github.com/Tracer-Cloud/opensre/pull/404) feat: add Kafka integration for streaming and consumer-lag RCA (author: Matt Van Horn; contributors: Matt Van Horn and vincenthus; labels: *none*; files: `.env.example`, `app/integrations/kafka.py`, `app/integrations/models.py`, `app/integrations/verify.py`, `tools/KafkaConsumerGroupTool/__init__.py`, `tools/KafkaTopicHealthTool/__init__.py`, `app/types/evidence.py`, `mypy.ini`, `pyproject.toml`, `tests/integrations/test_kafka.py`)
* [#407](https://github.com/Tracer-Cloud/opensre/pull/407) feat: Add GitLab integration with investigation tools and optional MR commenting.(Fixes Issue #318) (author: abhishek-marathe04; contributors: abhishek-marathe04; labels: *none*; files: `.env.example`, `app/cli/wizard/flow.py`, `app/cli/wizard/integration_health.py`, `app/integrations/gitlab.py`, `app/integrations/gitlab_test.py`, `app/integrations/models.py`, `app/nodes/plan_actions/detect_sources.py`, `app/nodes/plan_actions/detect_sources_test.py`, `app/nodes/publish_findings/node.py`, `app/nodes/publish_findings/node_test.py`, and 11 more)
* [#412](https://github.com/Tracer-Cloud/opensre/pull/412) feat: real-time streaming UI, interactive deploy, and multi-remote support (author: vincenthus; contributors: vincenthus; labels: *none*; files: `app/cli/__main__.py`, `app/cli/commands/__init__.py`, `app/cli/commands/deploy.py`, `app/cli/commands/doctor.py`, `app/cli/commands/general.py`, `app/cli/commands/remote.py`, `app/cli/commands/tests.py`, `app/cli/context.py`, `app/cli/errors.py`, `app/cli/exit_codes.py`, and 28 more)
* [#408](https://github.com/Tracer-Cloud/opensre/pull/408) fix: resolve critical ollama tag matching issue causing redundant downloads (author: Ankit Juneja; contributors: Ankit Juneja and Ankit Juneja; labels: *none*; files: `app/cli/local_llm/command.py`, `app/cli/local_llm/local_llm_test.py`, `app/cli/local_llm/ollama.py`, `app/cli/wizard/validation.py`)

## Generation metadata

* Generator version: `opensre 2026.4.5`
* Fallback summary used: `no`
* UTC window: `2026-04-05T23:00:00+00:00` to `2026-04-06T23:00:00+00:00`