

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 5, 2025
5 mins
The right SRE tools can improve user trust and free engineers to focus on building rather than firefighting.
Downtime costs engineering teams more than just money. According to a 2024 industry survey, the average cost of IT downtime now exceeds $5,600 per minute for large organizations. For teams responsible for site reliability, every second counts.
Yet, many still struggle with fragmented workflows, slow incident response, and manual processes that drag out recovery times. The right SRE tools can change that—cutting downtime by 70% or more, improving user trust, and freeing engineers to focus on building rather than firefighting.
Site Reliability Engineering (SRE) has become a core function for organizations that depend on always-on digital services. As systems grow more complex, the risk of outages rises. SRE teams must balance development speed with reliability, and the right tools are critical for maintaining that balance.
Key Challenges SREs Face
Imagine a global e-commerce platform facing a checkout outage during peak sales. Without integrated incident management, teams scramble across multiple tools, losing precious minutes and customer trust.
Incident management platforms centralize detection, response, and resolution. They automate workflows, notify the right people, and keep everyone aligned during high-pressure events.
Rootly stands out by automating incident workflows, centralizing communication, and providing actionable analytics to prevent future failures. This approach helps teams resolve outages faster and learn from every incident.
Monitoring tools provide visibility into application performance, infrastructure health, and user experience. They are essential for measuring Service Level Indicators (SLIs) and enforcing Service Level Objectives.
For example, Rootly’s incident automation can reduce response time by eliminating manual handoffs and ensuring the right people are notified instantly.
“Right tooling assists SRE teams by offering end-to-end observability, automating routine tasks, and streamlining incident response workflows.”
After an incident, teams need to understand what happened and how to prevent it in the future. Postmortem tools help document timelines, analyze root causes, and track follow-up actions.
Rootly provides post-incident analytics and customizable postmortem templates, making it easier for teams to capture lessons learned and drive continuous improvement.
Why Analytics Matter
Rootly’s focus on automation, integration, and actionable analytics helps teams cut downtime and improve reliability without adding complexity.
SRE teams are moving away from patchwork solutions toward unified platforms that combine monitoring, incident management, and analytics. This reduces context switching and speeds up every stage of the incident lifecycle.
Automation is now a baseline expectation. The best tools use AI to detect anomalies, suggest response actions, and surface insights from incident data.
Deep integration with chat platforms like Slack and ticketing systems like Jira is now standard. This keeps everyone in sync and ensures that incident data flows seamlessly across the organization.
Teams that adopt integrated, automation-first SRE tools report up to 70% reductions in downtime and significant improvements in team morale and productivity.
Cutting downtime by 70% is not a pipe dream. With the right SRE tools—especially those that automate incident management, centralize communication, and provide actionable analytics—engineering teams can respond faster, learn from every incident, and deliver more reliable services. Rootly’s platform brings these capabilities together, helping teams move from reactive firefighting to proactive reliability.
Ready to see how Rootly can help your team reduce downtime and improve incident response? Start a free trial or request a demo to experience the difference.
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.