Doctor Droid

Doctor Droid

Doctor Droid is an AI-powered troubleshooting assistant that helps engineering teams detect, analyze, and resolve production issues faster by integrating with existing monitoring tools and providing automated insights.
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Doctor Droid

Product Information

Updated:Jan 17, 2025

What is Doctor Droid

Doctor Droid is an AI Agent platform designed to streamline production issue resolution for engineering teams. Founded in 2022 and backed by YCombinator, it serves as a comprehensive solution that connects with various monitoring tools, databases, and logging systems to provide automated diagnostics and intelligent troubleshooting assistance. The platform acts as a bridge between different monitoring systems and engineering teams, helping them manage alert chaos and resolve production issues more efficiently.

Key Features of Doctor Droid

Doctor Droid is an AI-powered troubleshooting assistant that helps engineering teams detect and resolve production issues faster. It integrates with existing monitoring stacks to provide automated diagnostics, intelligent task assignment, and real-time assistance. The platform analyzes data across tools, generates insights from past incidents, and automates reporting while reducing alert noise through smart filtering and prioritization.
AI-Powered Investigation: Automatically analyzes data across logs, databases, and monitoring tools to identify root causes and suggest fixes with AI assistance
Intelligent Alert Management: Filters and prioritizes alerts based on frequency and severity, helping teams reduce alert noise and focus on critical issues
Automated Reporting & Documentation: Generates detailed incident reports, postmortems, and updates SOPs automatically while analyzing patterns to suggest preventative measures
Smart Task Assignment: Uses historical data and team availability to intelligently route issues to the right person without manual coordination

Use Cases of Doctor Droid

Alert Noise Reduction: Engineering teams use Doctor Droid to audit their alert systems, identify noisy alerts, and establish better thresholds to reduce alert fatigue
Production Issue Resolution: DevOps teams leverage the platform to quickly diagnose and fix production problems by accessing relevant data and past incident information
On-Call Management: Organizations streamline their on-call processes by automatically routing issues and providing contextual information to responders

Pros

Easy setup and integration with existing tools
Significant reduction in alert noise and response times
Comprehensive automation of manual investigation tasks

Cons

Currently in private beta with limited access
May require significant initial setup to customize for specific environments

How to Use Doctor Droid

Sign up for Doctor Droid: Visit playbooks.drdroid.io/signup to create an account and get started with the platform
Connect your tools: Integrate Doctor Droid with your existing monitoring stack including logs, databases, and monitoring tools like AWS CloudWatch, Grafana, New Relic, Datadog, and Sentry
Set up Alert Insights: Enable the Alert Insights Slack bot to analyze your existing alerts and get recommendations on reducing noise in alert channels
Configure Investigation Playbooks: Create automated investigation workflows that can query data across your integrated tools to find root causes and suggest fixes
Enable AI Assistance: Let the AI agent search logs, SOPs, and past incidents to provide relevant troubleshooting solutions in real-time
Set up Intelligent Assignment: Configure task assignment rules based on past tickets, on-call schedules and escalation policies to automatically route issues to the right person
Review Automated Reports: Access automatically generated postmortem reports, SOP updates and preventative recommendations based on incident patterns
Monitor Dashboards: Use real-time dashboards to track incident metrics, alert trends and automation effectiveness

Doctor Droid FAQs

Doctor Droid is an AI Agent that helps teams troubleshoot production issues by interacting with their tool stack and understanding company context. It provides automated investigation insights, intelligent task assignment, real-time assistance, and automated introspection capabilities.

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