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Discover insights about incident management and root cause analysis

April 16, 202512 min read

15 Incident Management Best Practices That Actually Work

Discover 15 proven incident management practices that will help your organization handle incidents better and prevent future problems.

Operations
April 16, 20259 min read

How to Master Bug Fixes: A Step-by-Step Guide for Dev Teams

A surprising 39% of developers still use manual tools to fix software errors. Learn how to master bug fixes with this comprehensive guide for dev teams.

Engineering
April 7, 20257 min read

AI in DevOps: The Skills That Will Keep You Relevant in 2025

AI is changing DevOps faster than ever, which affects how we build, deploy, and maintain software systems. Tools like ChatGPT and GitHub Copilot excel at automating repetitive tasks, checking syntax, and performing log analysis. They still lack human engineers' deep understanding and critical thinking abilities.

Engineering
April 4, 20256 min read

How AI and DevOps Work Together: A Practical Guide for Faster Incident Response

AI and DevOps integration boosts security monitoring by a lot and helps teams detect and respond to threats faster than manual methods. This automated approach prevents breaches and protects sensitive data through up-to-the-minute data analysis.

Engineering
April 3, 202512 min read

The Essential Guide to AI Incident Response: From Alert to Resolution

AI-powered systems can identify threats 51% faster than traditional methods - a remarkable advancement in security technology.

Engineering
March 28, 202512 min read

How Automated Root Cause Analysis Cuts Incident Response Time by 70%

Automated root cause analysis and machine learning capabilities are changing how teams handle incidents today. Companies that use AI-powered root cause analysis solutions see dramatic improvements in their operations. Their mean-time-to-resolution dropped by 78% - from 25 hours to just 5.5 hours per incident.

Engineering
March 26, 202515 min read

From Melting Servers to Calmo: War Stories and a New Hope

I've been on the front lines of hundreds of production incidents over my career. From websites going dark to data centers literally catching fire, I've felt the 3 AM adrenaline surge of scrambling to fix the unthinkable.

Engineering
March 26, 202515 min read

How AI-Powered Predictive Safety Stops Incidents Before They Happen

Organizations now stop workplace incidents before they happen instead of waiting for accidents. AI-powered predictive safety systems analyze huge amounts of live data from sensors, wearables, and past reports.

Engineering
March 21, 202515 min read

AI Root Cause Analysis: The Ultimate Guide to Transforming Troubleshooting (2025)

AI-powered root cause analysis cuts resolution time by 80% in just two months after deployment. Modern organizations typically manage 21 different observability tools in the ever-changing world of technology.

Engineering
March 14, 20256 min read

Speed Up Mean Time to Resolution with AI: From Hours to Minutes

Businesses lose up to $9,000 every minute their systems are down. This adds up to a whopping $540,000 per hour during critical system failures.

Engineering
March 7, 20258 min read

How to Set Up Smart Incident Response with AI (Pro Tips You Need to Know)

IT outages can cost large enterprises up to €1.5 million per hour. AI incident response has become significant to modern operations.

Engineering
February 28, 202510 min read

How we leverage Knowledge Graphs for AI driven RCA

At midnight, a routine database update causes a minor delay in processing transactions. This delay leads to a growing queue in the payment service, which goes unnoticed. By 6 AM, the queue is large enough to cause intermittent timeouts in the authentication service, affecting customer logins.

Engineering
February 21, 20258 min read

Why we are building Calmo

Modern software is inherently complex: microservices, containers, serverless functions, each one capable of generating an overwhelming amount of data. Maintaining reliability can become a juggling act that involves multiple monitoring systems, on-call schedules, and repeated incident triage.

Engineering
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