"DrDroid turned our tribal knowledge into reusable intelligence. Our new hires are productive in 2 weeks, not 6 months."
— Staff Software Engineer
A Fortune 500 cybersecurity leader providing enterprise security solutions worldwide. Their platform team is responsible for maintaining critical infrastructure but was drowning in operational toil with no time left to scale systems or bring new engineers up to speed.
01The Challenge
The platform team was constantly firefighting, with no time left to scale systems or onboard new engineers.
30+ hours/week lost to recurring infra issues
Engineers were spending significant time addressing the same issues repeatedly, with no systematic way to prevent recurrence.
Ramp-up time of 4-6 months
New team members required extensive training before they could effectively respond to incidents. All the operational knowledge lived in senior engineers' heads.
Manual runbooks caused 3x slower resolution
Reliance on manual processes and documentation significantly extended incident resolution times and introduced human error.
02The Implementation
The team rolled out DrDroid's open source version to automate incident operations and make knowledge accessible.
Automated diagnosis across K8s, VMs, and 12+ internal tools
Implemented automated diagnosis capabilities across their diverse technology stack. No more tab-hopping across dashboards.
Embedded playbooks in their self-service troubleshooting portal
Created a self-service portal with embedded playbooks for common scenarios. No more Slack pings for help, just structured, executable answers.
Fully production-ready in 3 weeks
Deployed DrDroid to production in just 3 weeks, much faster than anticipated. Powered by the open source Playbooks framework.
03 The Results
90% faster incident resolution
Automated diagnosis capabilities dramatically reduced time to resolve incidents. Engineers now get structured context instantly instead of hunting for it.
New engineers onboard in 2 weeks, not 6 months
Onboarding time reduced by 80%. Operational knowledge that was locked in senior engineers' heads is now accessible to everyone.
Improved team morale and retention
Reduced on-call burden and automated repetitive tasks led to measurable improvements in team satisfaction and reduced attrition.
"DrDroid's open source platform turned our tribal knowledge into reusable intelligence. Our new hires are productive in 2 weeks, not 6 months. Before DrDroid, our team was drowning in alerts and spending too much time on repetitive tasks. Now, we've automated most of our incident response, and our engineers can focus on strategic initiatives instead of firefighting. The open source approach gave us the flexibility we needed."
