AI SRE Agent for Incident Response & Root Cause Analysis

Today, only your most experienced engineers know which logs to check, which service depends on what, and where to look when something breaks.

Because DrDroid already understands your full infrastructure — services, dependencies, deployments, and ownership — any engineer can ask a question and get an answer with the depth and context of your best SRE.

Silent failures slip through because they span multiple signals — no single metric threshold can catch them.

Write a check in plain English and schedule it on a cron. The agent correlates across metrics, logs, and cluster state to catch degradation patterns that individual alerts would miss.

Too many alerts — most are noise, and real issues get buried. Existing tools deduplicate but don't understand what's actually happening.

Because the agent knows your architecture — which services are related, what was recently deployed, who owns what — it groups alerts by actual root cause, suppresses noise it has learned to ignore, and escalates by real impact.

Tribal knowledge walks out the door every time a senior engineer leaves. New hires take months to learn which dashboards matter, how services connect, and where to look when things break.

DrDroid captures your infrastructure context and investigation patterns in a persistent knowledge layer — so institutional knowledge lives in the system, not in people's heads. New hires are productive in weeks, not months.

Overprovisioned resources and idle infrastructure waste money — but finding them requires checking across clusters, clouds, and tools.

Because DrDroid maps your entire infrastructure, it can identify savings holistically — from right-sizing pods to cleaning up unused resources across providers.

Dashboards and alerts go stale as infrastructure evolves — new services ship without monitoring, old alerts fire for things that no longer exist.

The agent knows what's actually running and what's being monitored. It flags gaps, retires stale alerts, and suggests coverage for new services — keeping your observability aligned with your real infrastructure.

Even before the first chat with the agent, DrDroid builds knowledge of what each repo does — what capabilities, APIs, features and workflows it covers, and what languages, frameworks and file structures it uses. Using traces or logs, it also builds connections between multiple repositories.

What apps are hosted in different Kubernetes clusters, which database is in which cloud provider, and more. As an add-on, you can also ask DrDroid to build context of critical business/product workflows and journeys. Read more about our approach.

Backed By

"Earlier, debugging meant hopping between logs, workflows, and infra dashboards trying to piece together what went wrong. Dr. Droid pulls the context together and points us in the right direction — even someone new to the system can figure things out."

"One time I was woken up at 3am by a pager that escalated. I instantly asked DrDroid to investigate it and in a few minutes, I was able to close the issue directly from Slack."

"DrDroid understood our context too well. It could give recommendations which showed deep understanding of the infrastructure and helped reduce 20-30% cost."

"DrDroid's open-source PlayBooks have been a big help for our SRE and on-call teams. They make it easy to share knowledge, so everyone knows what to do when something goes wrong. This has really helped us fix issues faster and without always needing help from senior engineers."

"We went from 90-day onboarding to 2 weeks. And zero-touch remediation just... works. DrDroid has transformed how we operate our global infrastructure."