1. Connect
Use your existing credentials
Link AWS, GCP, Azure, Kubernetes, Cloudflare, Hetzner, DigitalOcean, or GitHub — credentials stay on your machine.
Use Cases
What you can do with Clanker Cloud
From full-estate deep research scans to Kubernetes cluster exploration — pick a use case to see how it works.
Deep Research
Scan your entire estate in one pass
Deep Research fans out across every connected provider, runs parallel analysis with multiple AI models and specialised subagents, and returns prioritised findings — cost drivers, misconfigurations, bottlenecks, and resilience gaps — all grounded in your actual infrastructure.
Video Demo
See Deep Research in action
Watch a full walkthrough of Deep Research scanning a live multi-cloud environment, identifying findings across AWS, Kubernetes, and more, then drilling into each result.
Interactive Example
Explore example findings
Click through findings to see how Deep Research highlights affected resources, surfaces severity, and suggests concrete actions.
api-gatewayAWS ALB / public ingress
app-serviceEKS pod / main API
worker-poolEKS pod / async jobs
redis-cacheElastiCache / session store
primary-dbRDS Postgres / accounts
asset-bucketS3 / uploads + backups
Findings
How it works
One scan, full-stack visibility
2. Scan
Deep Research fans out across providers
Multiple AI models and specialised subagents analyze your infrastructure in parallel, covering cost, security, resilience, and topology.
3. Review
Get prioritised, evidence-backed findings
Each finding includes severity, affected resources, evidence sources, estimated cost impact, and a concrete action label.
4. Act
Drill into findings or ask follow-up questions
Ask about any finding to get deeper context, or export the full report as JSON or Markdown to share with your team.
What it finds
Coverage across five categories
Cost
Idle resources, untagged spend, cost spikes
Detect underutilised compute, orphaned storage, and provider concentration risks with estimated monthly savings.
Misconfiguration
Public databases, disabled backups, unencrypted data
Surface security misconfigurations that expose data or violate compliance before they become incidents.
Bottleneck
Topology chokepoints and region sprawl
Identify single points of failure in service graphs, cross-region latency risks, and scaling bottlenecks.
Resilience
Single-AZ deployments, missing replicas, degraded state
Flag services and databases running without redundancy, automatic failover, or health monitoring.
Kubernetes
K8s deployed resource overview and talk to cluster
Connect an existing kubeconfig, scan deployed resources across namespaces, and ask questions about the cluster in plain English — pod status, service topology, recent events, resource utilisation, and more.
Try it
Run Deep Research on your infrastructure
Install the desktop app, connect your providers, and run your first deep research scan in under two minutes.