Ask in plain English
Ask in plain English, get an answer in seconds. Annie understands context. Ask “Why can’t I access this RDS?” and she traces security groups, IAM, VPC config, and network ACLs to the actual blocker. Answers run on a versioned knowledge graph spanning cloud, code, containers, and monitoring. It updates in near real-time and stays queryable across the last 7 days. Reach Annie in Slack, from your IDE via MCP, or the web dashboard.Connected data sources
| Source | Examples | What Annie knows |
|---|---|---|
| Cloud | AWS, GCP | Live resource state, configs, relationships |
| IaC | GitHub, GitLab | Terraform modules, definitions, variables |
| Terraform state | S3, HCP | Deployed state, outputs, dependencies |
| Monitoring | Datadog | Monitors, dashboards, host mappings |
| Containers | Kubernetes | Pods, deployments, services, RBAC |
What you can ask
Annie’s real power is correlating across these sources. Expand a workflow for example questions:Cross-source correlation
Cross-source correlation
- “Show me EC2 instances in AWS that aren’t in Terraform” (find orphaned resources)
- “Which Datadog monitors are watching this EC2 instance?” (link cloud to monitoring)
- “What Terraform module manages this Kubernetes deployment?” (trace code to containers)
Onboarding
Onboarding
- “What are our core services and how are they connected?”
- “Who is responsible for the payment service?”
- “Draw a map of our cloud architecture”
Incident response
Incident response
- “What changed in production in the last 2 hours?”
- “Which services depend on the database that’s having issues?”
- “Why can’t the API reach the database?”
Pre-change impact
Pre-change impact
- “What would be affected if I update this security group?”
- “List all resources that depend on this VPC”
- “Show me the blast radius for this change”
Security audit
Security audit
- “List all S3 buckets with public access”
- “Which IAM roles have admin privileges but no MFA?”
- “Find security groups allowing 0.0.0.0/0 on port 22”
Cost investigation
Cost investigation
- “Which EC2 instances aren’t managed by Terraform?”
- “Find resources without cost-center tags”
- “List idle resources in staging”
Related
Knowledge Graph
The versioned model behind every answer.
Diagrams
Ask Annie to draw the topology she just described.
Root Cause Analysis
The same graph, pointed at a live incident.
Custom Reports
Save a question you ask often as a recurring report.