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Doctor Droid
✓ verifiedPaid
Self-learning AI SRE agent that maps your stack into a knowledge graph to speed incident response and root-cause analysis.
3.5K saves
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Defang
✓ verifiedFreemium
Developer tool that deploys Docker Compose apps (with LLMs and databases) into your own AWS, GCP or Azure account via one command.
20K visits/mo
Pricing
Teams: $99/mo (99 investigation credits, top-up $1/credit, 14-day trial)
Free trial available
Starter: $0 (1 cloud account)
Pro: $49/mo (1 account, +$29/mo per extra)
Enterprise: $499/mo (3 accounts, +$49/mo per extra)
Core features
- ✦Cross-tool knowledge graph of your stack
- ✦Automated incident investigation and RCA
- ✦Alert correlation and blast-radius tracing
- ✦Runbook/knowledge grounding with cited sources
- ✦80+ integrations across cloud, code, telemetry
- ✦Self-hosted/VPC option, SOC 2 Type II
- ✦One-command deploy from Docker Compose
- ✦Deploys into your own or a customer's cloud account
- ✦Native managed LLM access (Bedrock/Vertex/Azure AI)
- ✦Managed Postgres, MongoDB and Redis
- ✦Auto-configured IAM, VPC, TLS and load balancing
- ✦Open-source CLI and cloud providers
Use cases
- →Faster incident response and RCA
- →Reducing MTTR for on-call teams
- →Automating remediation and runbooks
- →Cutting alert noise and tab-hopping
- →Shipping AI agents and web apps to production
- →Deploying the same app across many customer clouds
- →Agencies deploying into client cloud accounts
- →Avoiding hand-written Terraform or Kubernetes
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