Calmo

What is Calmo

Calmo is an agent-native SRE platform designed to automate and accelerate incident response, root cause analysis, and performance optimization. It differentiates itself by integrating directly into existing DevOps workflows, operating across code, infrastructure, and telemetry to provide instant insights. Calmo utilizes AI-powered agents to analyze alerts, validate hypotheses in parallel, and build a searchable knowledge base from every incident. This approach reduces alert noise, shortens Mean Time To Resolution (MTTR), and empowers engineers to resolve production issues efficiently. It leverages a library of playbooks and SOPs for AI-powered investigations. Ideal for SREs, DevOps engineers, and teams seeking to improve system reliability and reduce downtime.

Calmo 's Core features

Autonomous Incident Investigation

Calmo analyzes alerts and builds initial theories before human intervention, leveraging data from code, infrastructure, and telemetry. This proactive approach reduces investigation time by surfacing the most relevant signals instantly. It can identify potential root causes and suggest initial troubleshooting steps, potentially reducing MTTR by up to 30% compared to manual investigations.

Parallel Hypothesis Validation

Instead of sequential investigation, Calmo validates multiple hypotheses simultaneously against real-time data. This parallel processing accelerates root cause identification. By comparing evidence from various sources, Calmo can pinpoint the source of an issue faster, potentially reducing the time spent on troubleshooting by 40-50% compared to traditional methods.

Searchable Knowledge Base

Every incident investigation becomes a searchable resource for the team. New team members can quickly access past resolutions, eliminating the need to hunt through documentation or bother senior engineers. This feature promotes knowledge sharing and reduces the learning curve for new team members, improving overall team efficiency.

Agent-Native Integration

Calmo's agents integrate directly into existing workflows, working seamlessly with macOS/Linux and Windows environments. This eliminates the need for disruptive changes to existing processes. This native integration ensures that Calmo can access the necessary data and perform actions without requiring significant modifications to the user's infrastructure.

Playbook & SOP Library

Users can upload playbooks and SOPs for AI-powered incident investigations. Calmo references these documents during investigations, providing step-by-step guidance and automating tasks. This feature ensures consistency in incident response and reduces the risk of human error, leading to more reliable and efficient troubleshooting.

How to use Calmo

Sign up for a free trial on the Calmo website. 2. Integrate Calmo with your existing monitoring and alerting systems (e.g., Datadog, Prometheus). 3. Upload your relevant playbooks and SOPs in supported formats (e.g., .md, .pdf, .docx). 4. Configure agent access to your infrastructure and code repositories. 5. When an alert triggers, Calmo's agents will begin analyzing the issue. 6. Review the initial findings and suggested actions provided by Calmo to accelerate your incident response.

Use cases of Calmo

Incident Response Automation

SREs can use Calmo to automate incident response, reducing manual effort and accelerating resolution. When an alert triggers, Calmo's agents analyze the issue, suggest actions, and provide context, allowing SREs to focus on critical tasks. This reduces the time spent on initial triage and investigation, leading to faster MTTR.

Root Cause Analysis

DevOps engineers can leverage Calmo to quickly identify the root cause of production issues. By analyzing data from multiple sources and validating hypotheses in parallel, Calmo helps engineers pinpoint the source of problems faster than traditional methods. This reduces the time spent on troubleshooting and minimizes downtime.

Knowledge Sharing and Onboarding

New team members can use Calmo's searchable knowledge base to quickly understand past incidents and resolutions. This accelerates onboarding and reduces the learning curve. By providing instant access to relevant information, Calmo helps new team members become productive faster and reduces the burden on senior engineers.

Who benefits from Calmo

Site Reliability Engineers (SREs)

SREs benefit from Calmo's automation capabilities, which reduce manual effort and accelerate incident response. They can focus on strategic tasks instead of spending time on repetitive investigations. Calmo helps them improve system reliability and reduce downtime.

DevOps Engineers

DevOps engineers can use Calmo to quickly identify and resolve production issues. The platform's ability to analyze data from multiple sources and validate hypotheses in parallel helps them pinpoint the root cause of problems faster, leading to improved system performance and reduced downtime.

Operations Teams

Operations teams can improve their incident response processes and reduce MTTR with Calmo. The platform's automated analysis and knowledge base features help them streamline their workflows and ensure consistent, efficient responses to incidents, leading to better operational efficiency.