# Ankra > Ankra is an AI-powered platform for deploying and operating applications on Kubernetes. It connects application delivery, cluster management and everyday operations. Use your cloud or private servers, keep configuration in Git, and choose the permissions and autonomy your team grants. ## Product - [Home](https://ankra.ai/): Deploy and operate applications on Kubernetes with AI. - [Ankra Platform](https://ankra.ai/features): Applications, pipelines, infrastructure, agents, security and control in one platform. - [How it works](https://ankra.ai/how-it-works): Connect code and infrastructure, prepare, deploy and operate. - [Why Ankra](https://ankra.ai/why-ankra): Less platform work and more time for the application. - [Platform pricing](https://ankra.ai/pricing): Platform plans, usage calculator and playground pricing; infrastructure is billed separately. - [Platform economics](https://ankra.ai/platform-economics): Managed services in your own cluster, six DevOps AI agents, and the CI/CD, orchestration and Kubernetes management tools Ankra replaces, at public list prices. - [Ankra Cloud](https://ankra.ai/cloud): European compute, storage and networking; managed services and Cloud On-Prem availability are labelled on the page. - [Playground](https://ankra.ai/playground): Try Ankra on a real development and evaluation cluster. - [Kubernetes on Hetzner](https://ankra.ai/kubernetes-on-hetzner): Provision and operate a cluster on Hetzner Cloud. - [Kubernetes on UpCloud](https://ankra.ai/kubernetes-on-upcloud): kubeadm or k3s on your own UpCloud servers, or UpCloud Managed Kubernetes (UKS), operated by Ankra. - [Kubernetes on OVHcloud](https://ankra.ai/kubernetes-on-ovhcloud): kubeadm or k3s on OVHcloud Public Cloud instances, including 3-AZ regions, or OVHcloud MKS, operated by Ankra. - [Kubernetes on Proxmox VE](https://ankra.ai/kubernetes-on-proxmox): kubeadm or k3s VMs on Proxmox VE hosts you own, spread across hosts and operated by Ankra. - [Kubernetes MCP server](https://ankra.ai/kubernetes-mcp-server): Hosted MCP server for Claude, Cursor and other AI clients, with 450+ tools scoped by mcp:read or mcp:write tokens. - [Portainer alternative](https://ankra.ai/portainer-alternative): For teams already on Kubernetes: import a cluster with one Helm command, 30 vCPU free with no credit card, billing per worker vCPU, and who Portainer still suits. - [Rancher alternative](https://ankra.ai/rancher-alternative): Kubernetes management with no management cluster to run: a hosted EU control plane, public pricing, import of existing RKE2 and k3s clusters, rebuilding after RKE1 end of life, and when Rancher is still the right choice. - [Heroku alternative](https://ankra.ai/heroku-alternative): Push to deploy from a GitHub repository onto Kubernetes in your own cloud account, in any EU region your provider offers, with scans gating every build, 30 vCPU free, and where Heroku is simpler. - [Railway alternative](https://ankra.ai/railway-alternative): Push to deploy onto servers in your own cloud account in any EU region, with a flat per-vCPU fee plus your provider's server prices, PR previews, scan gates, backups to your own bucket, and where Railway is simpler. - [Render alternative](https://ankra.ai/render-alternative): Push to deploy onto servers in your own cloud account in any EU region, with traffic billed by your provider, a flat per-vCPU fee, PR previews, scan gates, backups to your own bucket, and where Render is simpler. ## Security and trust - [Security architecture](https://ankra.ai/security): The platform boundary and current controls. - [Security Center](https://ankra.ai/security/security-center): Fleet vulnerability findings, exploitation context and remediation. - [KEV and EPSS prioritisation guide](https://ankra.ai/kubernetes-vulnerability-prioritization): How to rank Kubernetes vulnerabilities with CISA KEV, FIRST EPSS, exposure and CVSS, and how the Security Center applies that order. - [Vulnerability disclosure](https://ankra.ai/security/disclosure): How to report a vulnerability. - [Trust](https://ankra.ai/trust): Compliance status, data handling and sub-processors. ## Company and resources - [About](https://ankra.ai/about): Our mission: make applications as easy to run as they are to build. - [Blog](https://ankra.ai/blog): Product walkthroughs, engineering guides and application operations. - [Changelog](https://ankra.ai/changelog): Shipped platform updates. - [Events](https://ankra.ai/events): Meet the Ankra team. - [Partners](https://ankra.ai/partners): Cloud, technology and service partnerships. - [Careers](https://ankra.ai/careers): Build Ankra with us. - [Brand](https://ankra.ai/brand): Ankra logos and brand assets. ## Terms and policies - [Terms](https://ankra.ai/terms): Terms of service. - [Privacy](https://ankra.ai/privacy): Privacy policy. - [Cookies](https://ankra.ai/cookies): Cookie policy. - [Service levels](https://ankra.ai/sla): Service-level terms. - [Data processing](https://ankra.ai/dpa): Data processing agreement. ## Use cases - [All use cases](https://ankra.ai/use-cases): Build and ship, operate and protect, grow and move. - [Ship your application](https://ankra.ai/use-cases/ship-your-app): Connect a repository and get a path from code to a running application on infrastructure you control. - [An AI platform engineer](https://ankra.ai/use-cases/ai-platform-engineer): Agents that read live cluster state, fix what breaks and wait for your approval. Use Ankra's AI team, or connect Claude, Cursor or your own agent over MCP. - [Local development to production](https://ankra.ai/use-cases/local-dev-to-production): Move from a development cluster to staging and production with reusable configuration and explicit environment inputs. - [Application delivery & CI/CD](https://ankra.ai/use-cases/ci-cd-pipelines): Bring testing, builds, security scans, images and deployment into one delivery workflow. - [Operate an edge fleet](https://ankra.ai/use-cases/edge-computing): Manage Kubernetes at remote sites with shared stacks, site-specific inputs and central operational visibility. - [Multi-cloud & private infrastructure](https://ankra.ai/use-cases/multi-cloud): Use one operational platform across public clouds, managed Kubernetes and private servers. - [Move from Argo CD or Flux](https://ankra.ai/use-cases/migrate-from-argocd-flux): Move delivery into Ankra’s native GitOps engine while keeping standard Helm releases and Kubernetes configuration. - [Control your infrastructure costs](https://ankra.ai/use-cases/kubernetes-cost-optimization): Understand estimated spend, find unused capacity and price your next infrastructure decision with Ankra. - [Investigate production incidents](https://ankra.ai/use-cases/incident-response): Give your team and its agents the logs, events and resource state needed to investigate a running application. - [Applications and their services](https://ankra.ai/use-cases/databases-and-services): Run PostgreSQL, caches, monitoring and other platform services alongside the applications that use them. - [Migrate Docker & Compose](https://ankra.ai/use-cases/migrate-from-docker): Plan a move from Docker or Compose into Ankra-managed Kubernetes, including its configuration and database data. - [Self-service with control](https://ankra.ai/use-cases/team-governance): Give developers and agents useful access while retaining ownership of permissions, configuration and changes. - [Run AI applications & services](https://ankra.ai/use-cases/ai-workloads): Deploy AI applications, private model gateways and supporting services on the infrastructure your team chooses. - [Bring the systems you already run](https://ankra.ai/use-cases/bring-existing-infrastructure): Connect existing clusters and services, give agents useful context and adopt Ankra one practical step at a time. - [Run open source alternatives](https://ankra.ai/use-cases/replace-managed-services): Replace suitable managed services from AWS, Azure or Google Cloud with open source services deployed through Ankra and operated with agent help. ## Comparisons - [Compare approaches](https://ankra.ai/compare): Scenario-based comparisons, tradeoffs and sources. - [Ankra vs Cloudfleet](https://ankra.ai/compare/ankra-vs-cloudfleet): Cloudfleet is a Berlin-based managed Kubernetes control plane that adds nodes on Hetzner, AWS and GCP and joins servers from anywhere. Ankra builds the cluster and also delivers your applications, add-ons, security, cost and AI operations. Compare the two for Kubernetes on Hetzner and beyond. - [Ankra vs Devtron](https://ankra.ai/compare/ankra-vs-devtron): Devtron is an open source Kubernetes dashboard and CI/CD platform built around Argo CD, with an AI assistant on its paid plans. Ankra builds the clusters on the providers you choose and runs delivery, security ranking, cost and AI operations as a hosted service. Compare the two. - [An Argo CD alternative with no sync server to run](https://ankra.ai/compare/ankra-vs-diy-gitops): Building your own platform from Argo CD or Flux, Terraform, CI scanners, Velero and monitoring gives you full control, and a set of tools to wire and upgrade. Compare that toolchain, piece by piece, with running Ankra. - [Ankra vs Komodor](https://ankra.ai/compare/ankra-vs-komodor): Komodor is an agentic operations platform whose AI, Klaudia, investigates and remediates what already runs on your clusters. Ankra builds the clusters, ships your applications and add-ons, and operates them with AI that works from the same platform. Compare the two. - [Ankra vs Kubermatic](https://ankra.ai/compare/ankra-vs-kubermatic): Kubermatic KKP is an open-core platform for running Kubernetes as a service at density, which your team hosts and operates. Ankra builds and imports clusters and runs delivery, security, cost and AI operations as a hosted service. Compare the two. - [Ankra vs Northflank](https://ankra.ai/compare/ankra-vs-northflank): Northflank is a developer platform that runs your services, databases and previews on its cloud or in your own EKS, GKE or AKS account. Ankra also builds Kubernetes on Hetzner, OVHcloud, UpCloud, DigitalOcean and Proxmox VE, and adds fleet security, cost and AI operations. Compare the two. - [Ankra vs OpenShift](https://ankra.ai/compare/ankra-vs-openshift): OpenShift is Red Hat's complete Kubernetes distribution, self-managed or run by Red Hat on AWS and Azure. Ankra builds standard Kubernetes on the infrastructure you choose and runs delivery, security, cost and AI operations on top. Compare the two. - [Ankra vs Portainer](https://ankra.ai/compare/ankra-vs-portainer): Portainer is the friendly, self-hosted GUI for Docker and Kubernetes, now moving Kubernetes-first with AI add-ons. Ankra builds the clusters, ships your applications through gated CI and its own GitOps engine, and operates them with AI. Compare the two. - [Ankra vs Porter](https://ankra.ai/compare/ankra-vs-porter): Porter is a platform as a service that runs in your own AWS, Google Cloud or Azure account. Ankra gives you a repository-to-URL path too, and also builds Kubernetes on Hetzner, OVHcloud, UpCloud, DigitalOcean and Proxmox VE, with security ranking, cost and backups. Compare the two. - [Ankra vs Qovery](https://ankra.ai/compare/ankra-vs-qovery): Build and run your application platform on the infrastructure you choose. Compare Ankra and Qovery on provisioning, scaling, cost controls, security and CI. - [Ankra vs Railway and Render](https://ankra.ai/compare/ankra-vs-railway-render): Railway and Render run your app on their own cloud, and they are the fastest way to a live URL. Ankra gives you the same repository-to-URL path on infrastructure you choose, with the platform work that follows. Compare them for production apps in Europe. - [Ankra vs Rancher](https://ankra.ai/compare/ankra-vs-rancher): Rancher is the open source console for Kubernetes fleets, now with an AI assistant in Rancher Prime. Ankra builds the clusters, ships your applications through its own CI and GitOps engine, and operates them with AI. Compare provisioning, delivery, security, cost and AI. - [Ankra vs Spectro Cloud](https://ankra.ai/compare/ankra-vs-spectro-cloud): Spectro Cloud Palette manages Kubernetes estates from the operating system and bare metal up, with deep edge and regulated-sector support. Ankra builds clusters on the providers you choose and runs application delivery, security, cost and AI operations on top. Compare the two. ## Developer tools - [Ankra CLI](https://docs.ankra.ai/integrations/ankra-cli): Install with Homebrew; manage clusters, stacks, applications and pipelines from the terminal. - [MCP server](https://docs.ankra.ai/platform/mcp-server): Hosted Model Context Protocol server for Claude, Cursor and other AI clients, scoped by API token. - [Terraform provider](https://registry.terraform.io/providers/ankraio/ankra): Manage Ankra resources as infrastructure as code. - [Agent Helm chart values](https://docs.ankra.ai/reference/agent-helm-values): The in-cluster agent that connects a cluster to Ankra. - [Agent skills](https://docs.ankra.ai/integrations/agent-skills): Skills that teach coding agents to work with Ankra. - [GitHub](https://github.com/ankraio): CLI, Terraform provider, charts and examples. ## Blog - [From AI-Built App to Production in 2026: Where to Run What You Made with Cursor, Claude Code or Lovable](https://ankra.ai/blog/ai-built-app-to-production-2026): Take an app built with Cursor, Claude Code, Lovable, Bolt or Replit to production in 2026. What production adds, the hosting routes compared, how to pick. - [AI Tools for Kubernetes Operations in 2026: Troubleshooting Assistants, Agents and MCP Servers](https://ankra.ai/blog/ai-tools-for-kubernetes-operations-2026): Twelve AI tools for Kubernetes compared, from open source troubleshooters to AI operations platforms and MCP servers, and how each one handles write access. - [Argo CD Alternatives in 2026: GitOps Platforms with a Proper UI](https://ankra.ai/blog/argo-cd-alternatives-gitops-platforms-2026): Flux with a web UI, Akuity, Harness, Octopus, Rancher Fleet, Devtron and Ankra compared, plus when plain Argo CD is still the right call. - [European Heroku Alternatives in 2026: PaaS Options with EU Hosting](https://ankra.ai/blog/european-heroku-alternatives-2026): Hosted European PaaS or push-to-deploy in your own EU cloud account? Nine Heroku alternatives compared by headquarters, hosting location and fit. - [Kubernetes Management Platforms in 2026: 10 Options Compared](https://ankra.ai/blog/kubernetes-management-platforms-2026): Rancher, OpenShift, Spectro Cloud, Kubermatic, Portainer, Mirantis, Platform9, Azure Arc, Omni and Ankra compared, with who each fits. - [Kubernetes on Hetzner in 2026: Every Way to Run It, Compared](https://ankra.ai/blog/kubernetes-on-hetzner-options-2026): Hetzner has no managed Kubernetes. Eight ways to run it in 2026, from kube-hetzner and Talos to Syself, Cloudfleet and Ankra, and what each leaves to you. - [Northflank, Qovery and Porter Alternatives in 2026: Platforms That Deploy to Your Own Cloud](https://ankra.ai/blog/northflank-qovery-porter-alternatives-2026): Northflank, Qovery, Porter, Ankra, Coolify, Dokploy, Kamal, Render and Railway compared, with where each runs your apps and who it fits in 2026. - [Rancher Alternatives in 2026: 8 Options for Managing Kubernetes Clusters](https://ankra.ai/blog/rancher-alternatives-2026): Eight Rancher alternatives for 2026 compared side by side, from OpenShift and Spectro Cloud to Portainer and Omni, with when each one fits. - [We Moved Our Production to UpCloud. Here Is What Sovereignty Actually Cost.](https://ankra.ai/blog/we-moved-production-to-upcloud): Ankra's own platform now runs in Helsinki. The timeline, the bill, the benchmark numbers, and the places UpCloud let us down, from the team that did the move. - [Migrating From Vercel and Supabase to Ankra: What Moves and What Changes](https://ankra.ai/blog/vercel-and-supabase-to-ankra): Moving a Next.js app on Vercel with a Supabase backend onto a Kubernetes cluster you own. What maps across, the database move, and the hard parts. - [Cheaper Than Hetzner: The Cheapest On-Demand Kubernetes on the Internet](https://ankra.ai/blog/playgrounds-cheaper-than-hetzner): Every Ankra Playground size costs less than the Hetzner server of the same shape, with Kubernetes, TLS and storage included. The math, and the fine print. - [Our Logging Stack Worked For Two Years. It Was Also Shipping Logs As Admin.](https://ankra.ai/blog/stack-that-worked-for-the-wrong-reason): We turned a production OpenSearch stack into a reusable Ankra stack profile. The parameterisation exercise turned into an audit, and it found credentials that went nowhere, a security config that was never applied, and a retention policy pointed at every index in the cluster. - [Ten Claude Developers, a €350K Bill, and the Kimi K3 Cluster It Takes](https://ankra.ai/blog/stop-paying-by-the-token): What 10 heavy Claude developers cost, why one 8xB200 server cannot run Kimi K3, and the UpCloud cluster that could. - [One Command From Docker Compose to Kubernetes, Data Included](https://ankra.ai/blog/one-command-from-docker-compose-to-kubernetes): A compose stack on a VM, a Kubernetes cluster on Ankra, and the databases in between. ankra migrate up plans, converts, deploys, dumps and restores, then does it once more for the cutover. Here is what one command has to promise, and how the CLI keeps that promise. - [A Managed AI Stack for Developers: Private, Under Your Control, Costed to the Token](https://ankra.ai/blog/managed-private-ai-stack-for-developers): Public AI chat quietly leaks IP and breaks NDAs. Deploy a private chat and API on a GPU you own: your data stays home and every token has a known price. - [One Prompt to a Live URL: The Anatomy of an Agent-Shipped Product](https://ankra.ai/blog/one-prompt-to-a-live-url): We gave an AI agent one paragraph: build an animated deep sea facts page, wire it to our private GPU, ship it. It came back with a live URL. Here is how. - [Build a Fleet of AI Agents on UpCloud Kubernetes](https://ankra.ai/blog/ai-agent-fleet-on-upcloud-kubernetes): From an empty UpCloud account to a Kubernetes cluster running a team of AI agents, each with its own personality, chat channel and keys, all building through GitOps. - [AWS vs GCP vs Hetzner: Six Clouds, One Kubernetes Benchmark](https://ankra.ai/blog/six-clouds-one-kubernetes-benchmark): We ran the same k6, iperf3 and fio suite on EKS, GKE and Hetzner and lined the results up against UpCloud, OVH and DigitalOcean. The cheapest node in the test won more than it had any right to. - [The Spec Sheet Is Not a Benchmark: Testing Kubernetes Clusters in 15 Minutes](https://ankra.ai/blog/benchmarking-kubernetes-clusters): Two identical cloud VMs measured 2.8x apart on CPU; one failed etcd's fsync bar. A 15-minute in-cluster benchmark suite catches this before production does. - [UpCloud vs DigitalOcean vs OVH Kubernetes Benchmark](https://ankra.ai/blog/upcloud-vs-ovh-vs-digitalocean): UpCloud vs DigitalOcean vs OVH on identical Kubernetes clusters. UpCloud led on storage and network, OVH on latency, DigitalOcean had the slowest tails. - [Life After ingress-nginx: A Field Guide to Gateway API](https://ankra.ai/blog/ingress-nginx-to-gateway-api): ingress-nginx is retired and its successor was cancelled before it shipped. A migration path to Gateway API that does not require a big-bang weekend. - [Postgres on Kubernetes Is No Longer a Dare](https://ankra.ai/blog/postgres-on-kubernetes): The 'never run a database on Kubernetes' rule predates CSI and operators. What production Postgres takes in 2026, and when managed still wins. - [Falling Behind on Kubernetes Versions Now Has a List Price](https://ankra.ai/blog/kubernetes-upgrade-treadmill): Three releases a year, 14 months of patches, and a 6x cluster fee when you lapse. How to turn Kubernetes upgrades from a dreaded project into a routine. - [Your Scanner Found 4,000 Findings. It Made Zero Decisions.](https://ankra.ai/blog/findings-are-not-decisions): Three weeks ago we called CVE scanners a layer-seven answer for teams who skipped the layer-one work. Then we shipped one. Here is why that is not a contradiction, and what a vulnerability finding has to become before it is worth anything. - [Kubermatic vs Ankra: Do You Want to Run a Kubernetes Factory, or Just Ship Software?](https://ankra.ai/blog/kubermatic-vs-ankra): Kubermatic KKP is an open source factory for manufacturing Kubernetes clusters at density, and you are the one who runs the factory. Ankra is the platform your team does not have to operate. An honest comparison from a fellow European vendor. - [Ankra is now ankra.ai: Rewritten in Go, Ready for What's Next](https://ankra.ai/blog/ankra-is-now-ankra-ai): A new name, a new engine, and the biggest release we have ever shipped: the Go rewrite, an AI that owns the incident loop, passkey security, European multi-cloud, and Ankra on your phone. - [The Kubernetes Security Work That Actually Matters in 2026](https://ankra.ai/blog/kubernetes-security-that-actually-matters): Half of all clusters are running an ingress controller that stopped receiving security patches in March. Meanwhile, teams debate service meshes. The five findings that show up in every real cluster security review, each with the incident that proves it and the fix. - [How to Manage GitOps Secrets Without Plaintext in Git](https://ankra.ai/blog/gitops-secrets-sops-age): Manage GitOps secrets by encrypting each value with SOPS and AGE before it reaches Git. Only ciphertext is committed and decrypted at deploy time. - [Hetzner Repriced. Here Is the Math for Your Kubernetes Cluster.](https://ankra.ai/blog/kubernetes-cost-after-hetzner-price-hike): On June 15, Hetzner raised cloud prices, with some instance families more than doubling. A worked-numbers look at what a production Kubernetes cluster costs now, and why the real lesson is portability, not provider loyalty. - [Spectro Cloud vs Ankra: Managing the Metal, or Running What Lives On It?](https://ankra.ai/blog/spectro-cloud-vs-ankra): Spectro Cloud's Palette is a serious enterprise platform for provisioning Kubernetes estates from the OS up. Ankra is an AI-native platform for running everything that happens on Kubernetes from the app down. The honest comparison, including when Palette is the right call. - [GitOps Without ArgoCD: Inside Ankra's Native Deployment Engine](https://ankra.ai/blog/native-deployment-engine): New Ankra clusters no longer run ArgoCD. Here is the engineering story of the native deployment engine: why we built it, how the reconcile loop works, what the migration does to your live resources (nothing), and what we have not finished yet. - [Prometheus vs VictoriaMetrics: When the Default Stops Being the Answer](https://ankra.ai/blog/prometheus-vs-victoriametrics): Prometheus is the right first monitoring stack for almost everyone, and the wrong last one for a growing minority. An honest comparison of the two, the cardinality wall that forces the question, and how to run either (or both) on Ankra. - [Kubernetes Logging in 2026: Elasticsearch, OpenSearch, Loki, or Just Renting It from Your Cloud](https://ankra.ai/blog/kubernetes-logging-solutions-compared): Every logging decision is secretly one question: how much of your log data do you index? A working comparison of Elasticsearch, OpenSearch, Grafana Loki, and cloud services like GCP Logs Explorer, with real pricing math and a decision framework. - [The Early-Stage Infrastructure Playbook: Kubernetes Before Your First DevOps Hire](https://ankra.ai/blog/kubernetes-for-early-stage-startups): 'Don't use Kubernetes until you have a platform team' was good advice in 2019. The premises changed. What a two-to-six person company should set up in week one, what to deliberately skip, and what it actually costs: about zero. - [Building Pipeline Agents with the Ankra CLI](https://ankra.ai/blog/building-pipeline-agents-with-ankra-cli): A practical guide to wiring an infrastructure agent into your CI: review comments on pull requests, deploy verification on merge, and Slack reports that contain an actual root cause instead of a red X. - [Using Cursor with the Ankra CLI as an Infrastructure Subagent](https://ankra.ai/blog/cursor-ankra-ai-subagent): Cursor is good at application code but loses context the moment a change crosses into Kubernetes, Helm, and CD pipelines. Adding the Ankra CLI as an infrastructure subagent gives it cluster-aware grounding so developers and platform teams can work on the same artifacts. - [Drafts, Approvals, GitOps: Letting an AI Build Production Without Breaking It](https://ankra.ai/blog/drafts-approvals-gitops): AI agents have wiped real production databases this year. Replit's went down during a code freeze, Cursor's took nine seconds via Terraform. Here's how Ankra's draft-first, GitOps-backed AI gives teams a senior DevOps agent without that failure mode. - [Komodor vs Ankra: Observe Your Kubernetes, or Operate It?](https://ankra.ai/blog/komodor-vs-ankra): Komodor's Klaudia is a good AI SRE. Ankra is the next step: an AI that operates the full lifecycle of your apps and infrastructure, runs on any Kubernetes you bring, and keeps Git as the source of truth. Here's the honest comparison. - [How a 5-Person Team Cloned Production for Local Dev and Never Looked Back](https://ankra.ai/blog/clone-production-environments-with-stacks): A real walkthrough of using Ankra Stacks to clone production-like infrastructure for local development, on-demand staging, QA review, and client demos. From OrbStack on a laptop to GitHub Actions to production. - [Kubernetes on the Edge: One Platform to Rule Them All](https://ankra.ai/blog/kubernetes-on-the-edge): Edge Kubernetes is exploding, but our operational tooling has not kept up. Here is how Ankra delivers a true single pane of glass combining AI-powered troubleshooting, native GitOps, and stack cloning to turn weeks of cluster setup into minutes. - [AI Incident Management: From Alert to Resolution in Minutes](https://ankra.ai/blog/ai-incident-management): Stop drowning in alerts. Learn how Ankra's AI-powered incident management delivers root cause analysis and actionable fixes directly to Slack, reducing debugging time from hours to minutes. - [Delivery that understands your stack](https://ankra.ai/blog/delivery-simplified-with-stacks): Traditional CI is fine. Delivery is where teams still bleed time. Learn how Ankra transforms delivery from a scripting problem to a graph problem, reducing pipeline build time from weeks to hours. - [The Minimalist’s Guide to Homelab Setup](https://ankra.ai/blog/minimalist-guide): Deploy your favourite and essential homelab applications with Ankra in just a few clicks - [Kubernetes Best Practices for Production Deployments](https://ankra.ai/blog/kubernetes-best-practices): Master the essential strategies and patterns for running reliable, scalable applications on Kubernetes in production. Learn from real-world examples and avoid common pitfalls. ## Documentation - [Documentation](https://docs.ankra.ai/): Product guides and prerequisites. - [API reference](https://docs.ankra.ai/api-reference/introduction): Platform API. - [Docs llms.txt](https://docs.ankra.ai/llms.txt): Index of every documentation page. - [Full reference](https://ankra.ai/llms-full.txt): Capabilities, use-case workflows and published articles.