# opensre | Tracer | Knowledge Base | Instagit

Build your own AI SRE agents. The open source toolkit for the AI era ✨ 

GitHub Stars: 1.6k

Repository: https://github.com/Tracer-Cloud/opensre

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## Articles

### [How to View Logs for a Remote OpenSRE Deployment: CLI and Python Guide](/Tracer-Cloud/opensre/view-logs-for-remote-opensre-deployment)

Easily view logs for your remote OpenSRE deployment using the CLI or Python. Learn how to stream and fetch logs efficiently with this essential guide.

- Tags: how-to-guide
- Published: 2026-04-18

### [How to Deploy OpenSRE to Railway with Specific Project and Service Names](/Tracer-Cloud/opensre/deploy-opensre-to-railway-with-project-and-service-names)

Deploy OpenSRE to Railway using the opensre deploy command with specific project and service names. This guide simplifies your deployment process.

- Tags: how-to-guide
- Published: 2026-04-18

### [End-to-End Testing Scenarios for OpenSRE: Real-World Validation of the Incident Response Stack](/Tracer-Cloud/opensre/end-to-end-testing-scenarios-for-opensre)

Explore OpenSRE's end-to-end testing scenarios. Validate incident response across AWS Kubernetes and third-party services by injecting failures and verifying root-cause analysis in real infrastructure.

- Tags: testing
- Published: 2026-04-18

### [How to Run Synthetic Tests in OpenSRE: A Complete Guide](/Tracer-Cloud/opensre/how-to-run-synthetic-tests-in-opensre)

Learn to run synthetic tests in OpenSRE with the CLI or Python module. Evaluate agent performance against static fixtures, streamlining your testing process.

- Tags: how-to-guide
- Published: 2026-04-18

### [How to Run Linting and Type Checking for OpenSRE Development](/Tracer-Cloud/opensre/run-linting-and-type-checking-for-opensre-development)

Learn how to run linting and type checking for OpenSRE development in the Tracer-Cloud/opensre repository. Execute ruff, mypy, and test suite checks with simple make commands.

- Tags: how-to-guide
- Published: 2026-04-18

### [How to Set Up OpenSRE for Development and Testing: A Complete Guide](/Tracer-Cloud/opensre/setup-opensre-for-development-and-testing)

Easily set up OpenSRE for development and testing. Clone the repo, install, configure LLMs and integrations, and validate your environment with simple commands. Start building with OpenSRE today.

- Tags: getting-started
- Published: 2026-04-18

### [What Database Integrations Does OpenSRE Support? A Complete Guide to Built-In Connectors](/Tracer-Cloud/opensre/database-integrations-supported-by-opensre)

Explore OpenSRE database integrations. Discover built-in connectors for PostgreSQL, MySQL, MariaDB, MongoDB, ClickHouse, and Azure SQL. Get automatic configuration discovery and validation.

- Tags: how-to-guide
- Published: 2026-04-18

### [How OpenSRE Leverages Kubernetes for Infrastructure Integration: EKS Automation Without kubectl](/Tracer-Cloud/opensre/opensre-leverages-kubernetes-for-infrastructure-integration)

Discover how OpenSRE integrates with Amazon EKS using Kubernetes clients that bypass kubectl. Automate your infrastructure integration seamlessly today.

- Tags: how-to-guide
- Published: 2026-04-18

### [How to Connect OpenSRE to Datadog for Observability: Complete Integration Guide](/Tracer-Cloud/opensre/connect-opensre-to-datadog-for-observability)

Easily connect OpenSRE to Datadog for enhanced observability. Follow our guide to store keys and verify integration for seamless monitoring and insights.

- Tags: how-to-guide
- Published: 2026-04-18

### [OpenSRE LLM Providers: Which AI Models Can OpenSRE Integrate With?](/Tracer-Cloud/opensre/llm-providers-opensre-integrates-with)

Explore OpenSRE LLM provider integrations. Discover how to connect OpenSRE with AI models from Anthropic, OpenAI, Google Gemini, AWS Bedrock, and more using the LLM_PROVIDER variable.

- Tags: how-to-guide
- Published: 2026-04-18

### [OpenSRE Environment Variables: Complete Configuration Reference](/Tracer-Cloud/opensre/required-environment-variables-for-opensre-configuration)

Master OpenSRE configuration with our complete environment variables reference. Learn essential settings for LLM auth, Grafana telemetry, database connections and more. Optimize your OpenSRE setup today.

- Tags: api-reference
- Published: 2026-04-18

### [How to Use Interactive Alert Input for OpenSRE Investigations](/Tracer-Cloud/opensre/interactive-alert-input-for-opensre-investigations)

Simplify OpenSRE investigations by using interactive alert input. Paste alert JSON payloads directly into your terminal with opensre investigate --interactive for faster analysis.

- Tags: how-to-guide
- Published: 2026-04-18

### [How to Run an OpenSRE Investigation from STDIN: Complete CLI Guide](/Tracer-Cloud/opensre/run-investigation-from-stdin-in-opensre)

Streamline OpenSRE investigations by running them from STDIN. Learn how to use the -i - flag with opensre investigate for seamless shell piping and automation.

- Tags: how-to-guide
- Published: 2026-04-18

### [Supported Alert Input Formats for OpenSRE: JSON, Files, and Templates Explained](/Tracer-Cloud/opensre/supported-alert-input-formats-for-opensre)

Learn OpenSRE's supported alert input formats including JSON files and templates. OpenSRE efficiently processes alerts via command line, stdin, and more. Normalize alerts into Python dictionaries.

- Tags: api-reference
- Published: 2026-04-18

### [How to Deploy OpenSRE to Railway: Complete CLI and Automation Guide](/Tracer-Cloud/opensre/steps-to-deploy-opensre-to-railway)

Deploy OpenSRE to Railway easily with our CLI and automation guide. Follow simple steps to set up Postgres, Redis, and deploy your OpenSRE application for automated health checks and continuous operation.

- Tags: how-to-guide
- Published: 2026-04-18

### [How to Update Your OpenSRE Installation: A Complete Guide](/Tracer-Cloud/opensre/how-to-update-opensre-installation)

Easily update your OpenSRE installation with a single command. Learn how to check for the latest release and upgrade automatically or non-interactively.

- Tags: how-to-guide
- Published: 2026-04-18

### [How to Start an Investigation with an Alert File in OpenSRE](/Tracer-Cloud/opensre/command-to-start-investigation-with-alert-file)

Start an investigation with an alert file in OpenSRE using the opensre investigate -i command. Trigger LangGraph for root-cause analysis and get a structured report.

- Tags: how-to-guide
- Published: 2026-04-18

### [How to Onboard and Configure LLM Providers in OpenSRE: A Complete Guide](/Tracer-Cloud/opensre/how-to-onboard-and-configure-llm-providers-in-opensre)

Learn to onboard and configure LLM providers in OpenSRE with this comprehensive guide. Easily integrate LLM clients for reasoning and tool use. Get started today!

- Tags: how-to-guide
- Published: 2026-04-18

### [How to Install OpenSRE on Windows: Complete Setup Guide](/Tracer-Cloud/opensre/how-to-install-opensre-on-windows)

Install OpenSRE on Windows easily using PowerShell. This guide provides a complete setup for the OpenSRE CLI, streamlining your cloud security operations.

- Tags: how-to-guide
- Published: 2026-04-18

### [Homebrew Installation Instructions for OpenSRE: Complete Setup Guide](/Tracer-Cloud/opensre/homebrew-installation-instructions-for-opensre)

Easily install OpenSRE on macOS or Linux with Homebrew. Follow our complete setup guide and run brew install Tracer-Cloud/opensre/opensre for a seamless experience.

- Tags: getting-started
- Published: 2026-04-18

### [How to Install OpenSRE on Linux or macOS: 3 Official Methods](/Tracer-Cloud/opensre/how-to-install-opensre-on-linux-or-mac)

Install OpenSRE on Linux or macOS with 3 official methods: the install script, Homebrew, or Python package from source. Get started quickly and easily.

- Tags: getting-started
- Published: 2026-04-18