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Doctor Droid

Doctor Droid

Troubleshoot & run k8s commands from Slack using AI

Overview

What it is

DrDroid is an AI teammate that helps fix production issues faster for on-call engineers. This helps reduce alert fatigue and improve the MTTR.

Intent

I need it when

Decrease alert fatigue and focus on real production issues

DrDroid's alert intelligence auto-classifies and groups alerts by actual root cause rather than individual thresholds, suppressing noise and escalating by real impact. This reduces false positives and helps teams focus on genuine infrastructure problems.

Maintain observability alignment as infrastructure evolves

DrDroid continuously monitors what's actually running versus what's being monitored, flagging gaps in coverage, retiring stale alerts, and suggesting monitoring for new services to keep observability stack current with infrastructure changes.

Identify infrastructure cost savings and optimize resource utilization

DrDroid maps entire infrastructure across clusters and clouds to identify overprovisioned resources, idle infrastructure, and optimization opportunities. It provides holistic cost analysis and recommendations for right-sizing and cleanup.

Reduce time spent investigating production incidents and root cause analysis

DrDroid's AI SRE agent automatically investigates incidents by correlating logs, metrics, and cluster state across your infrastructure. It enables any engineer to debug at senior-level depth without tribal knowledge, reducing investigation time from hours to minutes.

Accelerate onboarding of new engineers to production systems

DrDroid captures infrastructure context, service dependencies, and investigation patterns in a persistent knowledge layer, replacing tribal knowledge. New hires become productive in weeks instead of months by accessing centralized company context and ownership information.

Drop

Not a fit when

  • Organization has no production incidents or on-call operations requiring investigation
  • Team lacks integration with supported tools (Kubernetes, APM, SSH, cloud providers, observability platforms)
  • Company requires fully self-contained solution without reliance on external LLM providers for analysis
  • Organization operates exclusively on non-cloud infrastructure with no modern observability stack
  • Budget constraints prohibit $99/month minimum spend for Teams plan features
Commercials

Pricing

USD99 / monthly View pricing