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TECHNOLOGY
Radar.

An opinionated guide to the technologies we use in our own operations.

Edition 2026.1Last updated
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Explore the radar

Hover over a blip, or pick an item from the list below, to read our assessment of it.

About this radar

The Technology Radar is opinionated by design: it shows which technologies we use in our own operations, and where.

Techniques

  • 1.AI-assisted operations
  • 4.AI maturity scoring
  • 8.Autonomous remediation
  • 10.Blameless incident culture
  • 12.Customer health scoring
  • 19.FinOps as a discipline
  • 23.GitOps as an operating model
  • 27.IaC-first service provisioning
  • 40.Platform engineering
  • 43.Predictive reliability
  • 49.Reliability-first architecture
  • 53.Self-service infrastructure
  • 55.Service ownership model

Platforms

  • 2.AI inference platform
  • 14.Edge workload platforms
  • 26.Hybrid cloud
  • 28.Internal developer platform
  • 29.Kubernetes platforms
  • 31.Managed DR platform
  • 33.Multi-cloud architecture
  • 34.Multi-tenant abstraction
  • 37.Open-source AI stack
  • 38.OpenStack
  • 44.Private cloud
  • 51.ScaleEngine
  • 54.Self-service portals
  • 56.Sovereign cloud patterns

Tools

  • 3.AI log analysis engines
  • 6.Ansible
  • 7.ArgoCD
  • 11.Citrix NetScaler
  • 15.Elasticsearch
  • 16.ELK / OpenSearch
  • 17.Enterprise backup stack
  • 20.FinOps dashboards
  • 21.Foreman / Katello
  • 22.GitLab
  • 25.Grafana
  • 30.LLM-based ops assistant
  • 32.MongoDB
  • 35.MySQL
  • 36.n8n
  • 39.Palo Alto
  • 41.Policy as Code frameworks
  • 42.PostgreSQL
  • 45.Prometheus
  • 46.Prometheus & Grafana
  • 47.Proxmox / KVM stack
  • 52.Secrets lifecycle tools
  • 57.Terraform
  • 58.Veeam
  • 59.VMware ecosystem
  • 60.Voice AI support agents
  • 62.Zerto

Languages & Frameworks

  • 5.AI orchestration frameworks
  • 9.Bash
  • 13.Declarative workflow DSLs
  • 18.Event-driven automation
  • 24.Go
  • 48.Python
  • 50.REST API-first mindset
  • 61.YAML-driven infra definitions