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Highlights

Investigations

Alert in, root-cause write-up out — with evidence from your connected tools.

Integrations

60+ tools across monitoring, incidents, cloud, code, chat, and data.

Interactive shell

Describe incidents in plain English, or drive everything with slash commands.

Masking

Hide pods, hosts, and account IDs from external models — restore them in your report.

Messaging

Deliver results to Slack, Discord, Telegram, and more.

APIs

HTTP and Python APIs for alert intake and in-process agents.

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Full list

Investigations:
  • Structured RCA pipeline — read the alert, gather evidence, test ideas, write a report
  • Local artifact files: problem.md, theory/hypothesis_*.md, and report.md
  • JSON export with --output for scripts and automation
  • Background investigations with notify when done (email, Telegram, Rocket.Chat) — Background investigations
  • Investigate deployed services (Railway deploy status, logs, health, RCA) — Remote runtime
  • Closed-loop learning from misses — Closed-loop learning
Integrations:
  • 60+ tools across observability, incidents, cloud, code, messaging, databases, and workflows — Integrations overview
  • Setup and verify with opensre onboard, opensre integrations setup, and opensre integrations verify
  • Multi-instance providers for prod/staging pairs — Multi-instance integrations
  • Bring-your-own LLM: Anthropic, OpenAI, Gemini, Ollama, Bedrock, OpenRouter, and more — LLM providers
  • MCP connections from the shell (/mcp)
Interactive shell:
  • Plain-language prompts that map to investigations and slash commands — Assistant
  • Full slash-command surface via /help — Shell commands
  • Sessions you can list, resume, compact, and branch — Sessions
  • Long-term memory across chats — Memory
  • Process watchdogs (/watch) to Telegram or Rocket.Chat
  • Local coding-agent fleet scan — Fleet
  • Reasoning effort control (/effort or OPENSRE_REASONING_EFFORT)
Privacy and safety:
  • Reversible identifier masking before external LLM calls — Masking
  • Command-history privacy controls — Interactive shell privacy
  • Guardrails for hard-blocked secrets and PII
Messaging and automation:
  • Chat delivery and triggers: Slack, Discord, Telegram, and more — Messaging
  • Scheduled digests and recurring jobs — Cron
APIs and deployment:
  • HTTP API for health, alert intake, and sync/async investigate — HTTP API
  • Python API for in-process agents — Python API
  • Local CLI, gateway daemon (opensre gateway start), or host on Railway / ECS / Vercel — Deployment
  • Local and enterprise install paths — Install

Showcase

See a first run and sample investigation output.

Quickstart

Install, onboard, and investigate in a few minutes.

How an investigation works

Stage-by-stage walkthrough of the RCA pipeline.

Integrations overview

Browse the full tool catalog by category.