The foundation:
Your Prod as a Graph.
A versioned infrastructure graph is a continuously-synced map of your entire production environment: cloud, Kubernetes, codebases, and monitoring. Every state change is tracked with full history, so you can ask “what changed?” and get the answer instantly. Anyshift’s AI agent Annie uses it as a source of truth for root cause analysis, proactive risk detection, and infrastructure knowledge.
Automated Root Cause
Root cause in seconds, not hours. Annie traverses your versioned resource graph to pinpoint exactly what broke and why.
Knowledge Base
Ask Annie “what changed?” She queries a versioned graph of your entire stack and delivers senior-SRE-level insight, with sources, in seconds.
Proactive Annie
Stop firefighting, start preventing. Annie scans your versioned resource graph for missing monitors, node pool upgrades or degradation. And warns you before it matters.
From alert to root cause in seconds.
When an incident fires, Annie traverses the versioned resource graph across code deploys, infrastructure changes, and monitoring signals to isolate the exact failure point. No more log diving: just the answer.
- Correlates alerts with code deploys, config changes, and infra faults automatically
- Traces cascading failures across services through the versioned resource graph
- Surfaces the exact commit, config diff, or resource change that caused the issue
- Dramatically cuts mean-time-to-root-cause from hours to seconds
One question replaces ten console tabs.
Annie is a queryable assistant over your entire production environment. Ask plain-English questions about deployments, commits, dependencies, config changes, and monitoring data — all backed by a versioned graph that remembers every state change. She draws on historical incidents, Jira tickets, Slack threads, and post-mortems, and can generate Mermaid diagrams to visualize dependencies and blast radius.
- Queries live infrastructure state: cloud, K8s, deployments, code, and monitoring
- Answers plain-English questions: no CLI, no console-hopping
- Enriches responses with historical incidents, runbooks, and post-mortems
- Understands your architecture patterns and custom terminology
- Available as CLI, MCP, webapp, or Slack
Fix it Tuesday, not 3 AM Saturday.
Annie continuously scans your versioned resource graph for missing monitors, node pool upgrades, and early signs of degradation, flagging risks while there is still time to act.
- Detects missing monitors and observability gaps across your stack
- Flags pending node pool upgrades, EOL versions, and resource misconfigurations
- Identifies early degradation signals before they cascade into outages
- Delivers actionable recommendations, not just alerts
Ready to build resilient systems?
Backed by teams at OpenAI, Datadog, and Docker. Start automating your incident response today.