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Doctor Droid

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Self-learning AI agent that connects cloud, code, and telemetry to build a living knowledge graph for faster incident response and root-cause analysis.

网站：https://drdroid.io/
收录时间：2026年7月13日
月访问量：
127.2K
社交与联系：
AI AgentIncident ResponseRoot Cause AnalysisKnowledge GraphSREDevOps
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Doctor Droid
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工具信息

什么是 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.

核心功能

  • 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.

使用场景

  • #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.

适用人群：Reliability teamsSRE teamsOn-call engineersDevOps teams

定价方案

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.

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常见问题

What is Doctor Droid?
Doctor Droid (DrDroid) is a self-learning AI agent that connects cloud, code, and telemetry sources to crawl the stack, build a continuously learning knowledge graph, and enable faster incident response, root-cause analysis, proactive suggestions, and automated remediation with full context.
How does Doctor Droid connect to my stack?
It uses OAuth-based read-only access to cloud, code, CI/CD, and observability tools with no agents or code changes required, and can be live in about 30 minutes.
What is the living knowledge graph?
It is a continuously updated map that connects entities across the stack for cross-tool correlation, blast-radius tracing, and pattern discovery from alerts, deploys, and incidents. It is built by crawling metrics, logs, traces, cloud configs, repos, docs, and runbooks.
Who is Doctor Droid designed for?
It is built for reliability teams, SRE teams, on-call engineers, and DevOps teams.
Does Doctor Droid support automated remediation?
Yes. It uses the knowledge graph for proactive suggestions, explainable root-cause diagnosis, and automated runbooks and workflows with full context, such as auto-scaling or draining nodes based on learned patterns.
Is pricing information available?
Pricing details are not clearly published on the official homepage. A Pricing navigation link and options to Sign Up or Book a demo are available.

Doctor Droid 联系方式与社交媒体

访问官方网站

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工具信息

定价模式Unknown
分类生产力
二级分类
AI AgentIncident ResponseRoot Cause AnalysisKnowledge GraphSREDevOps
语言英语
最后更新2026年7月16日
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