Doctor Droid

DrDroid (drdroid.io) is an AI SRE agent for incident response and root-cause analysis. Its core idea: before the first investigation, it connects to your existing tools and builds a complete context graph — services, repositories, deployments, dependencies, clusters, logs, metrics, traces, and team ownership — so the agent investigates the way your best engineer would, correlating across signals instead of bouncing between dashboards. Any engineer can run a senior-level RCA; proactive checks can be written in plain English and scheduled on cron to catch cross-signal degradation no single alert would fire on. Notably, it open-sources key pieces: droidctx (an infrastructure context builder for Claude Code and coding agents) and Playbooks (github.com/droidops/playbooks), and its agent keeps a continuous learning layer that remembers past incidents per entity.

The honest picture: the 'context graph first, agent second' architecture is the right shape for this problem, and open-sourcing droidctx is a genuine contribution. As with all RCA agents, output quality tracks input coverage — thin integrations mean thin conclusions — and the vendor is early, so enterprise proof points are still accumulating.

Sign up at drdroid.io and connect your tools (Kubernetes, GitHub, Datadog, Grafana, ArgoCD, etc.) read-only. The context graph builds automatically; ask questions in natural language or schedule plain-English proactive checks.