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Calmo

Free

Debug Production x10 Faster with AI.

FreeFree tier
Inputs: code
Type
Open Source
Visit Website GitHub (40 stars)

About Calmo

Calmo is an Agent-Native SRE (Site Reliability Engineering) platform built to delegate complex operational tasks such as incident response, root cause analysis, alert triage, migrations, postmortem generation, and performance optimization. It integrates with a wide range of infrastructure tools (e.g., Databricks, Datadog, GitHub, Grafana, Kubernetes, Sentry, Slack) and leverages autonomous agents to investigate alerts, validate multiple hypotheses in parallel, and capture tribal knowledge for reuse. The platform includes a Playbook/SOP Library where teams can upload and reference operational procedures, enabling faster, consistent incident handling. Calmo emphasizes enterprise-grade security, ensuring that user data is never used for model training and is stored securely in Europe.

Key Features

Autonomous incident investigation from the first alert
Parallel hypothesis validation to accelerate root cause analysis
Capture and share tribal knowledge across the team
Playbook/SOP Library for AI-powered incident investigations
Integrates with 15+ infrastructure tools (Databricks, Datadog, GitHub, Grafana, Kubernetes, Sentry, Slack, etc.)
Enterprise-grade security with data never used for training
Generates remediation plans with code snippets and pull requests

Pros & Cons

Pros
  • Autonomous alert investigation builds initial theories before human involvement
  • Validates multiple hypotheses simultaneously to cut MTTR
  • Captures and makes searchable all tribal knowledge from incidents
  • Extensive third-party integrations for observability, alerting, and code management
  • Does not train models on user data, ensuring privacy
Cons
  • May require integration with existing tool stack to unlock full potential

Best For

Incident response and triageRoot cause analysisAlert noise reductionMigrations and postmortem generationPerformance optimizationDebugging across distributed systems and cloud providers

FAQ

What does Calmo do?
Calmo is an Agent-Native SRE platform that delegates tasks like incident response, root cause analysis, alert triage, migrations, postmortem generation, and performance optimization without changing your workflow.
How does Calmo handle incident investigation?
Calmo analyzes every alert and builds initial theories before the team investigates. It then pursues multiple hypotheses simultaneously, validating each against real evidence from production systems.
Does Calmo use my data for training?
No, Calmo never trains its models with your data. All information is securely stored in Europe and we prioritize workspace privacy.
What integrations does Calmo support?
Calmo integrates with Databricks, Datadog, GitHub, Grafana, Kubernetes, Langfuse, Notion, PagerDuty, Redshift, S3, Sentry, SigNoz, Slack, and more.