Calmo
Debug Production x10 Faster with AI.
About Calmo
Calmo is a cutting-edge AI-powered Site Reliability Engineering (SRE) platform designed to revolutionize the way teams handle incident response, root cause analysis, and performance optimization in 2026. By leveraging autonomous incident investigation and parallel hypothesis validation, Calmo enables organizations to debug production issues up to ten times faster. This agent-native platform integrates seamlessly with existing workflows across macOS, Linux, and Windows environments, providing a comprehensive solution without the need for disruptive changes. Calmo's ability to autonomously analyze alerts and validate multiple hypotheses in parallel drastically reduces Mean Time to Resolution (MTTR), allowing teams to focus on real issues and prevent revenue loss. The platform's playbook and SOP library facilitates the capture and sharing of tribal knowledge, ensuring new team members can quickly access critical information without extensive onboarding. With enterprise-grade security and a range of integrations including Datadog, GitHub, and Kubernetes, Calmo is a robust solution for businesses looking to enhance their SRE capabilities and maintain a competitive edge in today's fast-paced digital landscape. Its unique ability to generate remediation plans with code snippets and pull requests further streamlines the incident resolution process, making it an indispensable tool for modern DevOps teams.
Calmo Key Features
- Autonomous incident investigation to identify root causes quickly.
- Parallel hypothesis validation to test multiple solutions simultaneously.
- Real-time alert monitoring for faster incident response.
- Performance optimization recommendations based on historical data.
- Collaborative incident resolution tools for team communication.
Calmo Pricing Plans (2026)
Enterprise
- Autonomous incident investigation
- Parallel hypothesis validation
- Comprehensive integrations
- Enterprise-grade security
- Custom AI model support
- On-premise deployment option
- Requires custom pricing consultation
- May require technical expertise for setup
Calmo Pros
- + Accelerates incident resolution by validating multiple hypotheses in parallel.
- + Integrates seamlessly with existing tools and workflows, minimizing disruption.
- + Captures and shares tribal knowledge, reducing onboarding time for new team members.
- + Provides enterprise-grade security with options for on-premise deployment.
- + Generates actionable remediation plans, reducing manual effort and errors.
- + Supports a wide range of integrations, enhancing its functionality and adaptability.
Calmo Cons
- − Initial setup and integration may require technical expertise.
- − Advanced features may have a learning curve for new users.
- − Custom AI model deployment requires additional resources.
- − Limited offline functionality may impact users in low-connectivity environments.
- − Pricing for larger teams or enterprises may be higher than some competitors.
Calmo Use Cases
What Makes Calmo Unique
Agent-native Platform
Calmo's agent-native design ensures seamless integration across different environments, providing consistent functionality without workflow disruption.
Parallel Hypothesis Validation
Unlike competitors that test hypotheses sequentially, Calmo's parallel approach drastically reduces time to identify root causes, enhancing efficiency.
Comprehensive Knowledge Capture
Calmo's ability to document and index every investigation builds a valuable knowledge base, differentiating it from tools that lack robust knowledge management features.
Custom AI Model Support
The option to deploy with custom AI models provides businesses with unparalleled flexibility and control over their data and inference processes.
Enterprise-grade Security
Calmo's commitment to data privacy and security, with options for on-premise deployment, makes it a preferred choice for organizations with stringent security requirements.
Who's Using Calmo
Technology Companies
Tech firms leverage Calmo to enhance their SRE practices, reducing incident resolution times and improving system reliability.
Financial Services
Financial institutions use Calmo to ensure high availability and performance of critical systems, safeguarding against revenue loss due to downtime.
E-commerce Platforms
E-commerce businesses rely on Calmo to maintain seamless operations and optimize performance during peak traffic periods, enhancing customer satisfaction.
Healthcare Providers
Healthcare organizations use Calmo to manage and resolve incidents in their IT infrastructure, ensuring uninterrupted access to critical healthcare services.
Educational Institutions
Universities and schools use Calmo to maintain the performance and reliability of their online learning platforms, supporting uninterrupted educational delivery.
How We Rate Calmo
Calmo vs Competitors
Calmo vs Warestack
Calmo offers a more comprehensive set of features for incident management, including parallel hypothesis validation and custom AI model support, whereas Warestack focuses more on infrastructure monitoring.
- + Parallel hypothesis validation for faster root cause analysis.
- + Comprehensive knowledge capture and sharing.
- + Custom AI model deployment for tailored solutions.
- − Warestack may offer more detailed infrastructure monitoring features.
- − Warestack's pricing may be more competitive for smaller teams.
Calmo Frequently Asked Questions (2026)
What is Calmo?
Calmo is an AI-powered Site Reliability Engineering (SRE) platform that streamlines incident response, root cause analysis, and performance optimization.
How much does Calmo cost in 2026?
Calmo offers custom pricing based on enterprise needs. Contact sales for specific pricing information.
Is Calmo free?
Calmo offers a free trial period, but ongoing use requires a subscription.
Is Calmo worth it in 2026?
Calmo is worth it for organizations looking to enhance their SRE capabilities and reduce incident resolution times.
Best Calmo alternatives in 2026?
Alternatives include Warestack, Opsera, TraceRoot AI, Zuzia.app, and Goast.
Calmo vs competitors in 2026?
Calmo offers unique features like parallel hypothesis validation and custom AI model support, setting it apart from competitors.
How to get started with Calmo?
To get started, sign up for a free trial and integrate Calmo with your existing tools and workflows.
What platforms does Calmo support?
Calmo supports macOS, Linux, and Windows environments.
Is Calmo safe and secure?
Yes, Calmo provides enterprise-grade security with encrypted data storage and options for on-premise deployment.
Who should use Calmo?
Calmo is ideal for DevOps teams, enterprises, and organizations seeking to improve incident management and system reliability.
What's new in Calmo 2026?
In 2026, Calmo has enhanced its integration capabilities and introduced more robust security features.
How does Calmo compare to alternatives?
Calmo offers advanced features like parallel hypothesis validation and a comprehensive knowledge base, distinguishing it from alternatives.
Calmo on Hacker News
Calmo Quick Info
- Pricing
- Freemium
- Upvotes
- 56
- Added
- January 3, 2026
Calmo Is Best For
- DevOps teams seeking to optimize incident response and root cause analysis.
- Enterprises requiring robust security and compliance features.
- Organizations looking to enhance cross-team collaboration and knowledge sharing.
- Businesses in need of flexible and customizable AI-driven solutions.
- Companies aiming to reduce downtime and improve system reliability.
Calmo Integrations
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