Doctor Droid
UnknownSelf-learning AI agent that connects cloud, code, and telemetry to build a living knowledge graph for faster incident response and root-cause analysis.
Tool Information
What is Doctor Droid?
Doctor Droid (DrDroid) is a self-learning AI agent that connects to cloud, code, and telemetry sources, crawls the stack to build a continuously learning knowledge graph, and powers faster incident response, root-cause analysis, proactive suggestions, and automated remediation with full context.
Core Features
Self-learning AI Agent
AI agent that investigates incidents, learns from each investigation, and gets smarter over time with full stack context.
Living Knowledge Graph
Continuously updated map that connects entities across the stack, enabling cross-tool correlation, blast-radius tracing, and pattern discovery from alerts, deploys, and incidents.
Read-only Stack Connectivity
OAuth-based read-only access to cloud, code, CI/CD, and observability tools with no agents or code changes required; live in about 30 minutes.
Telemetry Crawling and Mapping
Crawls metrics, logs, traces, cloud configs, repos, docs, and runbooks to build a live cross-tool knowledge graph of services, dashboards, pods, and resources.
Root-cause Analysis and Remediation
Uses the knowledge graph for proactive suggestions, explainable root-cause diagnosis, and automated runbooks and workflows with full context.
Unified Knowledge, Signals, and Patterns
Ingests team runbooks, wikis, ADRs, and docs; streams live alerts, deploys, and issues; and remembers past failure patterns and successful responses.
Memory Explorer, Classified Alerts, and Service Catalog
Provides views for exploring agent memory, classified alerts, and the service catalog built from the knowledge graph.
Use Cases
- #1
Faster Incident Response
Investigate real incidents from alert firing to root cause in minutes without manual log digging or tab-hopping, using connected context and suggested fixes.
- #2
Quicker Root-cause Analysis
Trace blast radius across connected entities and surface the cause of incidents with full context from the knowledge graph.
- #3
Automated Remediation
Execute or suggest automated runbooks and workflows such as auto-scaling, draining nodes, or tightening retry budgets based on learned patterns.
- #4
Proactive Incident Reduction
Generate proactive suggestions from continuous learning to reduce incidents before they escalate.
Pricing Plans
Homepage includes a Pricing navigation link and Sign Up / Book a demo calls to action, but no pricing tiers, plans, or costs are described in the source snapshot.
Alternatives
Frequently Asked Questions
What is Doctor Droid?
How does Doctor Droid connect to my stack?
What is the living knowledge graph?
Who is Doctor Droid designed for?
Does Doctor Droid support automated remediation?
Is pricing information available?
Doctor Droid Contact & Social Media
- CompanyDrDroid
- Support
- Website:
- Twitter
- YouTube
- LinkedIn
- Discord
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