Anyshift

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Incident investigator

Find likely causes. Show the evidence.

Alert triage

Know what needs your attention. Skip the noise.

Deployment checker

See what changed. Check if production is healthy.

Monitor review

Find broken or duplicate monitors. Keep useful ones.

Kubernetes health check

Spot unhealthy workloads and explain why.

CI failure investigator

Explain failed builds. Suggest the next fix.

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VoodooCitrixMotherDuckCloud.comBeRealTIBCOYuboArctera

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Anyshift connects your code, infrastructure, and observability data into one continuously updated graph.

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Code, traffic and monitoring relationships in productionA Git revision declares a Deployment, which manages Pods through a ReplicaSet omitted here. An image update changes the Deployment. Cloudflare routes incoming traffic to the Kubernetes Service through an ingress or tunnel omitted here; the Service routes to the Pod. The Datadog monitor observes the Service's error metrics, outside the request path. Arrows show these separate relationships. This is illustrative sample data, not a live investigation.declaresdeclaresImage update changes the Deploymentmanagesmanagesroutes toroutes toroutes toroutes toobservesobservesRevisionDeploymentPod↻Image updatedServiceCloudflareMonitorCode, traffic and monitoring relationships in productionA Git revision declares a Deployment, which manages Pods through a ReplicaSet omitted here. An image update changes the Deployment. Cloudflare routes incoming traffic to the Kubernetes Service through an ingress or tunnel omitted here; the Service routes to the Pod. The Datadog monitor observes the Service's error metrics, outside the request path. Arrows show these separate relationships. This is illustrative sample data, not a live investigation.declaresdeclaresImage update changes the Deploymentmanagesmanagesroutes toroutes toroutes toroutes toobservesobservesRevisionDeploymentPod↻Image updatedServiceCloudflareMonitor
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In your local agent

Bring Anyshift context into Claude Code or Codex.

Connect your agentFor developers

Build your own agent

Use Anyshift context and tools. Run on your infrastructure.

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Run a remote agent

Let Anyshift run it on alerts, deployments, or a schedule.

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What Engineers Say

Trusted by engineering teams worldwide.

MotherDuck
“A process that would have taken a human being, even one very familiar with the code, 20 minutes at best, two hours at worst. Annie had it for us in 30 seconds.”

Hilary Brennan-Marquez

Head of Infrastructure, MotherDuck

Citrix
“The knowledge base and on-call is a fantastic toolset to not just survive, but thrive in a corporate setting where you're expected to do more with less.”

Andreas Drbal

Senior EM, Citrix

Voodoo
“Annie does an impressive job finding the right log, extracting span IDs and trace IDs, and reconstructing the entire chain of related logs to surface the relevant information.”

Yannick Bonnefond

Engineering Manager, Voodoo

AICPA

SOC 2 Type II

Verified security practices for enterprise-grade data protection.

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