Open Source droidctx — Build infrastructure context for your coding agent

AI that understands your entire infrastructure

Using DrDroid, every engineer on your team debugs like your best one.

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What makes DrDroid different

Your infrastructure, fully mapped — before the first investigation

DrDroid connects to your existing tools and builds a complete context graph — services, repositories, deployments, dependencies, clusters, logs, metrics, traces, and team ownership. Agents use this context to answer questions the way your best engineers would.

What infrastructure intelligence unlocks

When AI understands your full stack and not just individual tools, it can do things like your best engineers can.

Investigations

Any engineer can run a senior-level RCA

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.

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Proactive Checks

Catch what no single alert can

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.

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Alert Intelligence

Your alerts, understood and processed

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.

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Knowledge Transfer

Stop losing context when engineers leave or rotate

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.

Cost Intelligence

Surface cost savings across your stack

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.

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Monitoring Health

Keep dashboards and alerts in sync with reality

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.