Latest

Install

cURL (macOS / Linux)

curl -fsSL https://raw.githubusercontent.com/Tracer-Cloud/opensre/main/install.sh | bash

Homebrew (macOS / Linux)

brew install Tracer-Cloud/opensre/opensre

PowerShell (Windows)

irm https://raw.githubusercontent.com/Tracer-Cloud/opensre/main/install.ps1 | iex

Python

pipx install opensre

Changelog

Changes since v2026.4.17

• chore: cleanup (1c1d63d) — vaibhav upreti
• docs(contributor): contrib-readme-action has updated readme (a7ee5a6) — contrib-readme-action
• Improve onboarding & examples for opensre (#638) (03ca7bb) — Sharky
• Improve image tag for responsiveness in README.md (08b3346) — vincenthus
• Update README to refine project description (18f1718) — vincenthus
• Revise project description and add alpha status notice (3c9f261) — vincenthus
• Update README with public alpha status (0210c6f) — vincenthus
• Update README.md (a8367ef) — vincenthus
• docs(contributor): contrib-readme-action has updated readme (3d0cf7a) — contrib-readme-action
• fix: clarify Railway deployment prerequisites (#624) (a6bd6a2) — Yassir Maknaoui
• Ask for Ollama host URL instead of API key during onboard (#628) (6d50c8b) — Matt Van Horn
• docs(contributor): contrib-readme-action has updated readme (40f2292) — contrib-readme-action
• Fix: remove invalid --service flag from integrations verify docs (#637) (dada159) — Chris Chen
• fix(docs): replace invalid --service flag with positional argument in verify commands (#636) (8f64d4d) — Ankit Juneja
• Fix formatting of Public Beta notice in README (fbcf1b7) — vincenthus
• Update README to emphasize Public Beta status (bb20f7b) — vincenthus
• feat(readme): add Public Beta positioning and status section (#633) (be5f873) — Ceren Camkiran
• feat: mask sensitive infrastructure identifiers before model calls (#… (#634) (c5db908) — Malik Amir Hamza
• feat: add remote runtime investigation with Slack thread context (#301) (#630) (afff9b4) — Malik Amir Hamza
• fix(tests): prevent flaky test_validation by preloading SDK error classes (#632) (1ce2776) — Malik Amir Hamza
• docs(daily-update): archive 2026-04-16 (a3b8576) — github-actions[bot]

Latest

Install

cURL (macOS / Linux)

curl -fsSL https://raw.githubusercontent.com/Tracer-Cloud/opensre/main/install.sh | bash

Homebrew (macOS / Linux)

brew install Tracer-Cloud/opensre/opensre

PowerShell (Windows)

irm https://raw.githubusercontent.com/Tracer-Cloud/opensre/main/install.ps1 | iex

Python

pipx install opensre

Changelog

Changes since v2026.4.16

• fix: remove duplicate EKS mapper definitions and dict keys (CodeQL alerts) (#623) (942533b) — vincenthus
• docs(contributor): contrib-readme-action has updated readme (1c0721e) — contrib-readme-action
• feat: Add Azure SQL Database integration for managed database RCA (#622) (a362574) — Oluwasegun Haziz
• fix(plan_actions): add fallback tracing tools and standardise evidence 'is not None' (0313245) — Aniruddha Adak
• fix(plan_actions): add code-level guard for empty LLM plans (4cb83dc) — Aniruddha Adak
• fix(review): address Greptile review comments (269277a) — Aniruddha Adak
• fix(synthetic-qa): Ensure informational alerts are not noise and force verification for #596 (8bd27e2) — Aniruddha Adak
• Fix: Address Greptile feedback on PR 617 (166ec0b) — Aniruddha Adak
• Fix: Address Greptile feedback on PR 616 (41ddfd3) — Aniruddha Adak
• Fix: Add EKS evidence checks to check_evidence_availability (3dbfb52) — Aniruddha Adak
• Fix: Include eks_* keys in _INVESTIGATED_EVIDENCE_KEYS for is_clearly_healthy (7b157ae) — Aniruddha Adak
• Fix silent dropping of EKS tools output in evidence tracking (435fc58) — Aniruddha Adak

Latest

Install

cURL (macOS / Linux)

curl -fsSL https://raw.githubusercontent.com/Tracer-Cloud/opensre/main/install.sh | bash

Homebrew (macOS / Linux)

brew install Tracer-Cloud/opensre/opensre

PowerShell (Windows)

irm https://raw.githubusercontent.com/Tracer-Cloud/opensre/main/install.ps1 | iex

Python

pipx install opensre

Changelog

Changes since v2026.4.13

• chore: remove arm64 from release (de70eaf) — vaibhav upreti
• fix: versioning windows (904cfd8) — vaibhav upreti
• fix: release ci windows arm64 (6a6bf6e) — vaibhav upreti
• docs(contributor): contrib-readme-action has updated readme (30ba0c0) — contrib-readme-action
• feat: add MiniMax provider support (#620) (ab657f4) — Octopus
• fix: release (719a68b) — vaibhav upreti
• docs(contributor): contrib-readme-action has updated readme (ed2ad69) — contrib-readme-action
• feat: add Jira investigation tools for incident ticket management (#287) (#619) (8e11d86) — Malik Amir Hamza
• synthetic: strengthen validation for 005-failover (#621) (4ef976a) — Ceren Camkiran
• fix: plumb EKS tool output into state evidence via post_process mappers (#584) (96d3f6a) — Ebrahim Sameh
• docs(daily-update): archive 2026-04-15 (5e4875b) — github-actions[bot]
• refactor(integrations): consolidate integration resolution and verification around a shared catalog (#594) (f53a188) — Sundaram Kumar Jha
• fix: refactor daily update generation and improve overview documentation (#592) (711cd39) — Devesh
• Add Windows CI coverage and fix Windows test portability (#590) (b5aae7b) — Sundaram Kumar Jha
• fix: resolve LangGraph config parameter type warning (#589) (e9bda52) — vincenthus
• fix: resolve CodeQL unreachable-code warnings in test_client files (#588) (b4e867f) — vincenthus
• docs(daily-update): archive 2026-04-14 (7926200) — github-actions[bot]
• fix: update jwt token (233f310) — vaibhav upreti
• fix: ci test (d38a13f) — vaibhav upreti
• feat: openclaw integration v1 (#586) (1ba2485) — Vaibhav Upreti
• fix: resolve remaining CodeQL code-quality alerts (#568) (#578) (29f0372) — Sundaram Kumar Jha
• docs: clarify two contribution paths in CONTRIBUTING.md (#573) (76660b8) — vincenthus
• docs: clarify two contribution paths in CONTRIBUTING.md (21895fb) — davincios
• doc-update: update hyperlinks (#572) (cb1c370) — Mudit Tyagi
• docs(contributor): contrib-readme-action has updated readme (42df3da) — contrib-readme-action
• doc-update: update repo name (#571) (dc3c033) — Mudit Tyagi
• fix: resolve mypy func-returns-value on awaited poller_task (39cdd19) — davincios
• docs(contributor): contrib-readme-action has updated readme (3d9497e) — contrib-readme-action
• Fix: remove empty benchmark placeholder section in readme (#566) (197326e) — Gautam Jain
• fix: resolve 2 open CodeQL alerts (d7e52a2) — davincios
• feat: Implement source provenance tracking and rendering (#519) (e9e1d39) — Devesh
• docs(contributor): contrib-readme-action has updated readme (ce064c5) — contrib-readme-action
• doc-fix: Moved Remote Hosted Ops Section (#565) (13f4f51) — Menma
• docs(contributor): contrib-readme-action has updated readme (227264b) — contrib-readme-action
• Removed the duplicate field trello from EffectiveIntegrations class (#563) (819d005) — Micheal Angelo
• fix(remote): fail closed when OPENSRE_API_KEY is unset (#560) (3ce34e5) — Sundaram Kumar Jha
• Create trello.mdx (#549) (932fa32) — Ceren Camkiran
• fix: add trello to EffectiveIntegrations (#526) (2927237) — Ceren Camkiran
• feat: add trello integration with e2e tests (#525) (abfe272) — Ceren Camkiran
• feat(mysql): add MySQL database integration (#557) (5ccd548) — Ankit Juneja
• fix: harden release versioning and installer fallback behavior (#558) (2b1daab) — Sundaram Kumar Jha
• Add PostHog config validation and E2E test (#550) (ef5d6ce) — Ceren Camkiran
• feat: add e2e remote Vercel connection test after deploy (#390) (#556) (d3319b5) — Oluwasegun Haziz
• docs(daily-update): archive 2026-04-13 (92ad0e2) — github-actions[bot]
• ci: add windows arm64 release target (#554) (bc30042) — Sundaram Kumar Jha
• docs(contributor): contrib-readme-action has updated readme (5483246) — contrib-readme-action
• fix: harden installer scripts and validate release assets (#552) (acacfce) — Sundaram Kumar Jha
• fix: update onboard smoke test for Discord integration choice count (7e06a54) — davincios
• fix: repair Discord test failures breaking CI on main (e72f805) — davincios
• refactor: convert MariaDB env config to dataclass (#547) (d2a2de6) — Devesh
• fix: types (9e66b27) — vaibhav upreti
• fix: langraph deployment (1851839) — vaibhav upreti
• chore(deps): update opentelemetry-api requirement (#535) (21ac1b7) — dependabot[bot]
• chore(deps): update questionary requirement from >=2.1.0 to >=2.1.1 (#538) (79c6a99) — dependabot[bot]
• chore(deps): update langgraph requirement from >=0.4.0 to >=1.1.6 (#542) (0d1cc02) — dependabot[bot]
• chore(deps): update google-api-python-client requirement (#534) (c364048) — dependabot[bot]
• chore(deps): update boto3 requirement from >=1.34.0 to >=1.42.88 (#541) (ad2dbe6) — dependabot[bot]
• chore(deps): update rich requirement from >=13.0.0 to >=15.0.0 (#544) (f02592a) — dependabot[bot]
• chore(deps): update langsmith requirement from >=0.6.8 to >=0.7.30 (#536) (8ffd499) — dependabot[bot]
• chore(deps-dev): update pytest-cov requirement from >=4.0.0 to >=7.1.0 (#533) (266a225) — dependabot[bot]
• chore(deps): update mcp requirement from >=1.20.0 to >=1.27.0 (#532) (c961f6e) — dependabot[bot]
• docs: add MariaDB integration page (#546) (ce75d1b) — Yash Kumar Saini
• chore(deps-dev): update clickhouse-connect requirement (#537) (93b77c5) — dependabot[bot]
• chore(deps-dev): update pytest-asyncio requirement (#543) (45142a2) — dependabot[bot]
• chore(deps): update python-dotenv requirement from >=1.0.0 to >=1.2.2 (#539) (e7e67c9) — dependabot[bot]
• chore(deps): update opentelemetry-exporter-otlp-proto-http requirement (#540) (9f83f3d) — dependabot[bot]
• chore(deps-dev): update confluent-kafka requirement (#531) (38f508f) — dependabot[bot]
• docs(daily-update): archive 2026-04-12 (bcd79a4) — github-actions[bot]

Latest

Install

cURL (macOS / Linux)

curl -fsSL https://raw.githubusercontent.com/Tracer-Cloud/opensre/main/install.sh | bash

Homebrew (macOS / Linux)

brew install Tracer-Cloud/opensre/opensre

PowerShell (Windows)

irm https://raw.githubusercontent.com/Tracer-Cloud/opensre/main/install.ps1 | iex

Python

pipx install opensre

Changelog

Changes since v2026.4.12

• feat: Add discord integration. (Fixes #359) (#510) (2bf9e4a) — Abhishek Marathe
• docs(contributor): contrib-readme-action has updated readme (bc91311) — contrib-readme-action
• P2 Run one-off diagnostic Python safely during investigations (#485) (9052e46) — Harsha Pasham
• feat: add MariaDB integration for database RCA (#492) (ff29778) — Yash Kumar Saini
• docs(daily-update): archive 2026-04-11 (872a490) — github-actions[bot]

Latest

Install

cURL (macOS / Linux)

curl -fsSL https://raw.githubusercontent.com/Tracer-Cloud/opensre/main/install.sh | bash

Homebrew (macOS / Linux)

brew install Tracer-Cloud/opensre/opensre

PowerShell (Windows)

irm https://raw.githubusercontent.com/Tracer-Cloud/opensre/main/install.ps1 | iex

Python

pipx install opensre

Changelog

Changes since v2026.4.11

• docs(daily-update): archive 2026-04-10 (534cd67) — github-actions[bot]

Latest

Install

cURL (macOS / Linux)

curl -fsSL https://raw.githubusercontent.com/Tracer-Cloud/opensre/main/install.sh | bash

Homebrew (macOS / Linux)

brew install Tracer-Cloud/opensre/opensre

PowerShell (Windows)

irm https://raw.githubusercontent.com/Tracer-Cloud/opensre/main/install.ps1 | iex

Python

pipx install opensre

Changelog

Changes since v2026.4.10

• fix: linter (aac4d9f) — vaibhav upreti
• fix: ci (a0fc63f) — vaibhav upreti
• feat: add PostgreSQL integration (#515) (ce0c4e3) — Ankit Juneja
• docs(contributor): contrib-readme-action has updated readme (2e7202c) — contrib-readme-action
• refactor(#181): remove 6 dead functions across 3 files (#522) (aee4bc0) — mayankbharati-ops
• Add CLI commands for post-deploy operations on hosted services (#418) (c1c99d2) — Devesh
• update-redirects (310a0ed) — paul
• Swap light and dark logo paths (371a5fe) — paultracer
• Update dark mode logo path in docs.json (d3b88d2) — paultracer
• Update dark mode logo path in docs.json (b6b149b) — paultracer
• Update docs logo to OpenSRE (c9ee84d) — paultracer
• docs(contributor): contrib-readme-action has updated readme (4b881d8) — contrib-readme-action
• Update quickstart with installation instructions (e738da9) — paultracer
• docs(daily-update): archive 2026-04-09 (e89d075) — github-actions[bot]

Latest

Install

cURL (macOS / Linux)

curl -fsSL https://raw.githubusercontent.com/Tracer-Cloud/opensre/main/install.sh | bash

Homebrew (macOS / Linux)

brew install Tracer-Cloud/opensre/opensre

PowerShell (Windows)

irm https://raw.githubusercontent.com/Tracer-Cloud/opensre/main/install.ps1 | iex

Python

pipx install opensre

Changelog

Changes since v2026.4.9

• Update README.md (2dea22c) — paultracer
• Update README.md (e124a8d) — paultracer
• Update README.md (ddb2c91) — paultracer
• Update README.md (e6381e5) — paultracer
• Update project title in README.md (b1fdb17) — paultracer
• update (369af0c) — paul
• Update README.md (bd5bf8c) — paultracer
• update (7c118f3) — paul
• 491 separate out local vs enterprise opensre integrations in docs (#516) (0b81d62) — Tan Wee Joe
• Update README references from Tracer to OpenSRE (c9e4043) — paultracer
• docs(daily-update): archive 2026-04-08 (51b25b6) — github-actions[bot]

Latest

Install

cURL (macOS / Linux)

curl -fsSL https://raw.githubusercontent.com/Tracer-Cloud/opensre/main/install.sh | bash

Homebrew (macOS / Linux)

brew install Tracer-Cloud/opensre/opensre

PowerShell (Windows)

irm https://raw.githubusercontent.com/Tracer-Cloud/opensre/main/install.ps1 | iex

Python

pipx install opensre

Changelog

Changes since v2026.4.8

• docs(contributor): contrib-readme-action has updated readme (63fc768) — contrib-readme-action
• fix(wizard): preserve current provider's API key during onboard (#513) (0688e20) — bahtyar
• fix: CodeQL alerts, Vercel poller lifespan, onboard smoke (#511) (0bbf971) — vincenthus
• Add deployment health polling and provider validation helpers (#420) (e22ec21) — Devesh
• feat: add log compaction and error taxonomy for investigative pipeline (#226) (#488) (82f4ddc) — Oluwasegun Haziz
• docs(contributor): contrib-readme-action has updated readme (dc010ab) — contrib-readme-action
• ci: improve speed with job gating, concurrency control, and condition… (#489) (28641bd) — Oluwasegun Haziz
• feat: re-route investigations as evidence changes with tool budgets (#474) (#508) (587aa69) — Shoaib
• Improve test catalogue semantic naming conventions (#502) (291618d) — Devesh
• Feat/notion integration v2 (#362) (20f44e1) — Jayant Singh Bisht
• add posthog integration tests (#417) (538bd0c) — Ceren Camkiran
• feat: add retrieval controls and compaction for high-volume log/trace tools (#481) (#500) (7322d63) — Shoaib
• Split/1 cli prompt store constants (#503) (aa0cb35) — vincenthus
• fix(#411): improve deployment health check CLI with Rich formatting, deep checks & actionable errors (#415) (b2052a5) — Devesh
• feat: add guardrails engine for sensitive information protection (#495) (e590adb) — Ebrahim Sameh
• docs(contributor): contrib-readme-action has updated readme (481eb69) — contrib-readme-action
• feat: add MongoDB Atlas integration for managed document-store RCA (#490) (ff5768a) — Yash Kumar Saini
• docs(daily-update): archive 2026-04-07 (376c5af) — github-actions[bot]

Latest

Install

cURL (macOS / Linux)

curl -fsSL https://raw.githubusercontent.com/Tracer-Cloud/opensre/main/install.sh | bash

Homebrew (macOS / Linux)

brew install Tracer-Cloud/opensre/opensre

PowerShell (Windows)

irm https://raw.githubusercontent.com/Tracer-Cloud/opensre/main/install.ps1 | iex

Python

pipx install opensre

Changelog

Changes since v2026.4.7

• Split/3 integrations verify (#504) (784dd76) — vincenthus
• docs(daily-update): archive 2026-04-06 (20cf0e6) — github-actions[bot]
• fix(ci): run daily-update on schedule without brittle 23:59 gate (#499) (3bfbc68) — vincenthus
• fix: release tags (13df681) — vaibhav upreti
• discordbadge-update (a6a1e06) — paul
• Change banner image in README (743f5bf) — paultracer

Latest

Install

cURL (macOS / Linux)

curl -fsSL https://raw.githubusercontent.com/Tracer-Cloud/opensre/main/install.sh | bash

Homebrew (macOS / Linux)

brew install Tracer-Cloud/opensre/opensre

PowerShell (Windows)

irm https://raw.githubusercontent.com/Tracer-Cloud/opensre/main/install.ps1 | iex

Python

pipx install opensre

Changelog

Changes since v2026.4.5

• fix: release tags (13df681) — vaibhav upreti
• discordbadge-update (a6a1e06) — paul
• Change banner image in README (743f5bf) — paultracer
• fix: release tags (7a3e174) — vaibhav upreti
• update-removeslack (c9f47a0) — paul
• update-opensre (c782461) — paul
• remove gatekeeping step release (c57508d) — vaibhav upreti
• chore: update release CI (f84783d) — vaibhav upreti
• feat: Add Railway support to opensre deploy (#271) (#300) (c4d3937) — shoaib050326
• fix: resolve critical ollama tag matching issue causing redundant downloads (#408) (ab710eb) — Ankit Juneja
• fix(cli): redact integration tokens in show output (84d1712) — davincios
• feat: real-time streaming UI, interactive deploy, and multi-remote support (#412) (ce6b372) — vincenthus
• chore: update dependabot yml (be13dca) — vaibhav upreti
• fix(docs): remove docs/docs/ directory that hijacks /docs URL (5a09bbc) — davincios
• fix(security): use os.path.realpath+startswith for CodeQL path-injection (4d8344b) — davincios
• fix(security): resolve CodeQL path-injection and implicit-concatenation alerts (d8c4044) — davincios
• docs(contributor): contrib-readme-action has updated readme (4d8bf51) — contrib-readme-action
• feat: Add GitLab integration with investigation tools and optional MR commenting.(Fixes Issue #318) (#407) (f9c4a56) — abhishek-marathe04
• docs(readme): update integrations table with recently merged tools (0a43313) — davincios
• feat: add Kafka integration for streaming and consumer-lag RCA (#404) (e43af4d) — Matt Van Horn
• perf(ci): speed up CI pipeline with uv, pytest-xdist, and job consolidation (#410) (94db20b) — vincenthus
• feat: add ClickHouse integration for OLAP database RCA (#402) (a3d5bfa) — Matt Van Horn
• Feat/daily update 20 highlights (#409) (897f81d) — vincenthus
• docs(contributor): contrib-readme-action has updated readme (e583c10) — contrib-readme-action
• feat: add Bitbucket integration for dev-tools investigation (#403) (a600921) — Matt Van Horn
• fix(daily-update): add generated pages to docs.json navigation (edc0e7a) — davincios
• docs(contributor): contrib-readme-action has updated readme (e6118e9) — contrib-readme-action
• fix: remove typo in contributors workflow API URL (fixes issue #212) (#405) (3dfddd5) — Raman
• fix: remove stale provider keys from .env on provider switch (b456fe6) — davincios
• feat: add SSE streaming to remote investigate endpoint (#400) (db8f7ea) — vincenthus
• chore: refactor cli (#401) (4388c9a) — Vaibhav Upreti
• chore: rm unsued helper (9b2fcca) — vaibhav upreti
• fix anthropic key removed after onboarding (95748f2) — vaibhav upreti
• fix: langsmith deployment (e29834c) — vaibhav upreti
• feat: add remote LangGraph agent connection (health + trigger) (#398) (666f58f) — vincenthus
• docs(daily-update): archive 2026-04-05 (9973e2d) — github-actions[bot]
• fix: resolve all 6 open CodeQL security/quality alerts (#399) (7aa4cc0) — vincenthus
• feat: auto-append benchmark results to README after generation (#396) (7d34226) — Ebrahim Sameh
• test: full unit test coverage for all investigation tools (#397) (369d794) — vincenthus
• fix: stop persisting JWT token in LangGraph state (#395) (102233d) — Vysakh Ramakrishnan
• Enhance UI for terminal command interface (#389) (a2c2aee) — Devesh
• fix: code quality cleanup (dotenv, routing exception logging, state drift warning, speculative model IDs) (#394) (1aec5c9) — vincenthus
• fix: collapse dual orchestrator into single LangGraph execution path (#393) (8e59005) — vincenthus
• fix: remove unused Prefect client global (#391) (30c7c95) — vincenthus
• Implement health check endpoint with response model and tests (#355) (9f031ef) — Devesh
• Update installation process for virtual environment and pip (#358) (ed06b0b) — Devesh
• docs(contributor): contrib-readme-action has updated readme (c281276) — contrib-readme-action
• docs: add roadmap column with issue links to integrations table (d113ffc) — davincios
• fix: remove slack_message from CLI terminal output (2a9a605) — davincios
• docs(contributor): contrib-readme-action has updated readme (234d3dc) — contrib-readme-action
• Add opensre version subcommand (#385) (ecf160d) — qorex
• Fix formatting in README.md integrations section (492aa81) — vincenthus
• docs: expand integrations section with all supported providers and services (abd8901) — davincios
• feat: interactive input picker for opensre investigate (#386) (01f6a7d) — vincenthus
• fix: use install script instead of pip for opensre update (#384) (dda1df8) — vincenthus
• feat: Add Prefect integration for workflow and worker investigation (ba0c03a) — Aniruddha Khandare