

How we built an OSS LLM-powered Incident Diagram Generator
Discover IncidentDiagram, an open-source CLI tool that uses LLMs to turn incident retrospectives and codebases into easy-to-understand visual diagrams.
January 2, 2025
6 mins
While most teams have invested in faster alerts, the real challenge is what happens next: how quickly and effectively teams coordinate, communicate, and resolve incidents.
Every second counts when your service is down. According to a 2024 industry survey, the average cost of IT downtime now exceeds $5,600 per minute for large organizations. But while most teams have invested in faster alerts, the real challenge is what happens next: how quickly and effectively teams coordinate, communicate, and resolve incidents. The difference between a minor blip and a major outage often comes down to the systems and processes that kick in after the first alert.
The Alert Fatigue Trap
monitoring tools can detect anomalies in milliseconds, but alerting alone doesn’t fix the problem. Teams often face alert fatigue, where the sheer volume of notifications makes it hard to prioritize and act. The real bottleneck is not detection, but the human and process response that follows.
Incident Response Time
Reducing incident response time and improving Mean Time to Resolution (MTTR) are now top priorities for engineering leaders. According to Rootly, the most reliable teams focus on automating the steps between detection and resolution, not just the alert itself.
From Chaos to CoordinationWhen an incident hits, confusion can spread quickly. Who’s in charge? What’s the status? Which systems are affected? Top teams use incident management platforms like Rootly to bring order to the chaos by automating workflows and centralizing communication.
Example: A critical database outage triggers Rootly to create a Slack channel, assign roles, and open a Jira ticket—all before the first responder even types a message.
Why Manual Processes Slow You DownManual steps—like creating tickets, updating stakeholders, or tracking timelines—introduce delays and errors. Automation eliminates these bottlenecks, allowing teams to focus on diagnosis and resolution.
incident:
on_create:
- assign_role: Incident Commander
- create_channel: Slack
- open_ticket: Jira
“Automation is the only way to consistently reduce MTTR and improve reliability at scale.”
Why Siloed Tools FailWhen teams juggle multiple tools—email, chat, ticketing—information gets lost. Centralized communication ensures everyone has access to the latest updates, decisions, and action items
During a recent outage, a team using Rootly was able to coordinate across engineering, support, and leadership—all within a single Slack channel, with automated reminders and status updates keeping everyone aligned.
Why Postmortems MatterEvery incident is a chance to improve. But postmortems often get delayed or forgotten. Automated post-incident analysis ensures that lessons are captured and action items are tracked to completion.
What Sets Rootly Apart?
While many platforms offer alerting and basic incident tracking, Rootly stands out for its deep automation, real-time collaboration, and seamless integrations.Here’s how Rootly compares on key criteria:
Evaluating Incident Management SoftwareWhen choosing a platform, look for:
Rootly offers a free trial and is trusted by leading technology companies for its reliability and depth of features.
Faster alerts are just the beginning. The teams that resolve incidents quickly and consistently are the ones that automate their workflows, centralize communication, and learn from every outage. Rootly helps engineering teams move beyond detection to true resolution, reducing downtime and building a culture of continuous improvement. If you’re ready to see how automation and real-time collaboration can transform your incident response, explore Rootly’s platform and start your free trial today.
Get more features at half the cost of legacy tools.
Get more features at half the cost of legacy tools.
Get more features at half the cost of legacy tools.
Get more features at half the cost of legacy tools.
Get more features at half the cost of legacy tools.