qdrant-hybrid-cloud-setup: Security & Code Review for AI Agents | OpenAgentSkill

Overview

Setting up and running Qdrant Hybrid Cloud on your own Kubernetes cluster (managed, on-prem, or edge): prerequisites, storage/CSI and backups, installing the Qdrant Cloud agent and operator, creating/exposing/securing clusters, registry mirroring, and secret rotation. Use when someone wants to set up, install, deploy, or configure Hybrid Cloud on their own infrastructure; is running Qdrant on their own EKS, GKE, AKS, OpenShift, or other Kubernetes; asks about the agent or operator, a storage class or volume snapshots for Hybrid Cloud, exposing a cluster, mirroring Qdrant images, or rotating secrets; or when a Hybrid Cloud install is failing on storage or connectivity.

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Setting Up Qdrant Hybrid Cloud

You've already chosen Hybrid Cloud (managed control plane on your own infra). If you're still deciding, that's the qdrant-deployment-options skill. Most setup failures trace to one of two things: storage (the CSI driver can't do what Qdrant needs) or connectivity (the agent can't reach Qdrant Cloud). Diagnose which before touching anything else.

Preparing the Kubernetes cluster (do this first)

Use when: about to create the environment, or the install/cluster provisioning failed on storage.

Qdrant needs a block-storage CSI driver. Network storage (NFS) and object storage (S3) are unsupported: a cluster wired to those will fail, not degrade Prerequisites.
Create the StorageClass (with allowVolumeExpansion: true) and the VolumeSnapshotClass beforehand, not after. Without volume expansion you can't grow disk later; without a VolumeSnapshotClass and the CSI snapshot controller you can't take backups.
Any standards-compliant Kubernetes works, and there's platform-specific setup guidance for the managed ones: Akamai (Linode/LKE), AWS (EKS), Civo, DigitalOcean (DOKS), Gcore, GCP (GKE), Azure (AKS), Oracle (OKE), OVHcloud, Red Hat OpenShift, Scaleway, STACKIT, and Vultr Deployment Platforms.
Platform matters for what storage supports: some (e.g. Linode/LKE, Vultr) don't support CSI volume snapshots at all, so backups are unavailable there. Check your provider's snapshot page and prefer its recommended instance and disk types (e.g. gp3 on EKS, Premium SSD v2 on AKS) before committing.
Confirm outbound connectivity: the agent opens connections to grpc.cloud.qdrant.io and api.cloud.qdrant.io on 443. Firewalls/egress proxies block this silently: a "stuck installing" agent is usually this.
You need cluster-admin plus kubectl and helm configured against the target cluster.

Creating the environment

Use when: running the install wizard in the Cloud Console.

The Kubernetes namespace is permanent: it's the one choice you can't change later. Everything else (node selectors, tolerations, registry URLs, proxy) is editable after creation, so don't over-think them now.
The wizard generates a one-time install command that creates secrets and installs the agent + operator via Helm. You only need it for the initial install; updates happen from the Console afterward Setup guide.
Advanced operator behavior (pod scheduling, security context, ingress, networking, and snapshot management) is tuned in the operator configuration at the environment level, and can be changed after install Operator configuration.
Air-gapped or registry-restricted? Mirror the /qdrant/ images and /qdrant-charts/ charts into your own registry and set the container + chart URLs in the environment's advanced section. Sync all architectures (or the right one) or ARM/x86 nodes will fail to pull.

Creating a cluster in the environment

Use when: the environment exists and you're provisioning a database.

Pick the Database Storage Class and Volume Snapshot Class here. Setting Volume Snapshot Class to None disables backups; emptyDir for the snapshot volume makes it ephemeral (lost on pod restart): deliberate choices, not defaults to accept blindly Cluster creation.
By default Qdrant Cloud reserves ~20% CPU/memory per pod for the OS and system components. Small nodes may need more reserved; large nodes less. Aim for one database pod per node.
Use node selectors / tolerations / topology spread constraints to keep databases on dedicated nodes and spread across zones.

Exposing and securing a cluster

Use when: apps outside the Kubernetes cluster need to reach Qdrant, or asked about API keys/TLS.

Default is a ClusterIP service: internal-only, no API key. The moment you expose it (LoadBalancer, NodePort, or Ingress) you MUST configure an API key, supplied as a Kubernetes secret referenced in the cluster config Networking & security.
Internal node-to-node gRPC uses port 6335 and is never protected by API key or TLS. It must never be publicly reachable; Hybrid Cloud ships a NetworkPolicy restricting it, so don't loosen that.
TLS: offload at the ingress/LB, or terminate in Qdrant via a TLS secret. Don't do both by accident.

Logging

Use when: setting log levels or wiring cluster logs into your stack. (For metrics/Prometheus/Grafana, use the qdrant-monitoring skill instead.)

Log levels are set in two different places: per-database in the Cluster detail page, but for the Agent and Operator in the Hybrid Cloud Environment config, not per-cluster Networking, Logging & Monitoring.
Logs are plain pod logs with no Qdrant-specific format. Point any Kubernetes-aware log collector at all pods in the Qdrant namespace; nothing Qdrant-specific to configure.

What NOT to Do

Provision on NFS, S3, or any non-block storage: it's unsupported and will fail outright, not just run slowly.
Create the StorageClass/VolumeSnapshotClass (or enable allowVolumeExpansion) after the fact, then discover you can't scale disk or take backups. They must exist beforehand.
Assume backups "just work" on Linode or Vultr: verify CSI snapshot support for your platform first.
Expose a cluster via LoadBalancer/Ingress without setting an API key, or leave port 6335 publicly reachable.
Regenerate the install command (or rotate secrets) and forget to reapply it: the agent-to-Cloud link breaks silently until you do.
Delete a Hybrid Cloud environment before deleting its clusters: tear down clusters first, then the environment, then run the cleanup script, or you'll strand resources in the cluster.

View source ↗

File metadata

name: qdrant-hybrid-cloud-setup
description: "Setting up and running Qdrant Hybrid Cloud on your own Kubernetes cluster (managed, on-prem, or edge): prerequisites, storage/CSI and backups, installing the Qdrant Cloud agent and operator, creating/exposing/securing clusters, registry mirroring, and secret rotation. Use when someone wants to set up, install, deploy, or configure Hybrid Cloud on their own infrastructure; is running Qdrant on their own EKS, GKE, AKS, OpenShift, or other Kubernetes; asks about the agent or operator, a storage class or volume snapshots for Hybrid Cloud, exposing a cluster, mirroring Qdrant images, or rotating secrets; or when a Hybrid Cloud install is failing on storage or connectivity."

View original text

---
name: qdrant-hybrid-cloud-setup
description: "Setting up and running Qdrant Hybrid Cloud on your own Kubernetes cluster (managed, on-prem, or edge): prerequisites, storage/CSI and backups, installing the Qdrant Cloud agent and operator, creating/exposing/securing clusters, registry mirroring, and secret rotation. Use when someone wants to set up, install, deploy, or configure Hybrid Cloud on their own infrastructure; is running Qdrant on their own EKS, GKE, AKS, OpenShift, or other Kubernetes; asks about the agent or operator, a storage class or volume snapshots for Hybrid Cloud, exposing a cluster, mirroring Qdrant images, or rotating secrets; or when a Hybrid Cloud install is failing on storage or connectivity."
---

# Setting Up Qdrant Hybrid Cloud

You've already chosen Hybrid Cloud (managed control plane on your own infra). If you're still deciding, that's the `qdrant-deployment-options` skill. Most setup failures trace to one of two things: **storage** (the CSI driver can't do what Qdrant needs) or **connectivity** (the agent can't reach Qdrant Cloud). Diagnose which before touching anything else.

## Preparing the Kubernetes cluster (do this first)

Use when: about to create the environment, or the install/cluster provisioning failed on storage.

- Qdrant needs a block-storage CSI driver. Network storage (NFS) and object storage (S3) are unsupported: a cluster wired to those will fail, not degrade [Prerequisites](https://skills.qdrant.tech/md/documentation/hybrid-cloud/hybrid-cloud-setup/).
- Create the `StorageClass` (with `allowVolumeExpansion: true`) and the `VolumeSnapshotClass` *beforehand*, not after. Without volume expansion you can't grow disk later; without a `VolumeSnapshotClass` and the CSI snapshot controller you can't take backups.
- Any standards-compliant Kubernetes works, and there's platform-specific setup guidance for the managed ones: Akamai (Linode/LKE), AWS (EKS), Civo, DigitalOcean (DOKS), Gcore, GCP (GKE), Azure (AKS), Oracle (OKE), OVHcloud, Red Hat OpenShift, Scaleway, STACKIT, and Vultr [Deployment Platforms](https://skills.qdrant.tech/md/documentation/hybrid-cloud/platform-deployment-options/).
- Platform matters for what storage supports: some (e.g. Linode/LKE, Vultr) don't support CSI volume snapshots at all, so backups are unavailable there. Check your provider's snapshot page and prefer its recommended instance and disk types (e.g. gp3 on EKS, Premium SSD v2 on AKS) before committing.
- Confirm outbound connectivity: the agent opens connections to `grpc.cloud.qdrant.io` and `api.cloud.qdrant.io` on 443. Firewalls/egress proxies block this silently: a "stuck installing" agent is usually this.
- You need `cluster-admin` plus `kubectl` and `helm` configured against the target cluster.

## Creating the environment

Use when: running the install wizard in the Cloud Console.

- The **Kubernetes namespace is permanent**: it's the one choice you can't change later. Everything else (node selectors, tolerations, registry URLs, proxy) is editable after creation, so don't over-think them now.
- The wizard generates a one-time install command that creates secrets and installs the agent + operator via Helm. You only need it for the initial install; updates happen from the Console afterward [Setup guide](https://skills.qdrant.tech/md/documentation/hybrid-cloud/hybrid-cloud-setup/).
- Advanced operator behavior (pod scheduling, security context, ingress, networking, and snapshot management) is tuned in the operator configuration at the environment level, and can be changed after install [Operator configuration](https://skills.qdrant.tech/md/documentation/hybrid-cloud/operator-configuration/).
- Air-gapped or registry-restricted? Mirror the `/qdrant/` images and `/qdrant-charts/` charts into your own registry and set the container + chart URLs in the environment's advanced section. Sync *all* architectures (or the right one) or ARM/x86 nodes will fail to pull.

## Creating a cluster in the environment

Use when: the environment exists and you're provisioning a database.

- Pick the Database Storage Class and Volume Snapshot Class here. Setting Volume Snapshot Class to `None` disables backups; `emptyDir` for the snapshot volume makes it ephemeral (lost on pod restart): deliberate choices, not defaults to accept blindly [Cluster creation](https://skills.qdrant.tech/md/documentation/hybrid-cloud/hybrid-cloud-cluster-creation/).
- By default Qdrant Cloud reserves ~20% CPU/memory per pod for the OS and system components. Small nodes may need more reserved; large nodes less. Aim for one database pod per node.
- Use node selectors / tolerations / topology spread constraints to keep databases on dedicated nodes and spread across zones.

## Exposing and securing a cluster

Use when: apps outside the Kubernetes cluster need to reach Qdrant, or asked about API keys/TLS.

- Default is a `ClusterIP` service: internal-only, **no API key**. The moment you expose it (LoadBalancer, NodePort, or Ingress) you MUST configure an API key, supplied as a Kubernetes secret referenced in the cluster config [Networking & security](https://skills.qdrant.tech/md/documentation/hybrid-cloud/networking-logging-monitoring/).
- Internal node-to-node gRPC uses port 6335 and is never protected by API key or TLS. It must never be publicly reachable; Hybrid Cloud ships a NetworkPolicy restricting it, so don't loosen that.
- TLS: offload at the ingress/LB, or terminate in Qdrant via a TLS secret. Don't do both by accident.

## Logging

Use when: setting log levels or wiring cluster logs into your stack. (For metrics/Prometheus/Grafana, use the `qdrant-monitoring` skill instead.)

- Log levels are set in two different places: per-database in the Cluster detail page, but for the **Agent and Operator** in the Hybrid Cloud Environment config, not per-cluster [Networking, Logging & Monitoring](https://skills.qdrant.tech/md/documentation/hybrid-cloud/networking-logging-monitoring/).
- Logs are plain pod logs with no Qdrant-specific format. Point any Kubernetes-aware log collector at all pods in the Qdrant namespace; nothing Qdrant-specific to configure.

## What NOT to Do

- Provision on NFS, S3, or any non-block storage: it's unsupported and will fail outright, not just run slowly.
- Create the `StorageClass`/`VolumeSnapshotClass` (or enable `allowVolumeExpansion`) after the fact, then discover you can't scale disk or take backups. They must exist beforehand.
- Assume backups "just work" on Linode or Vultr: verify CSI snapshot support for your platform first.
- Expose a cluster via LoadBalancer/Ingress without setting an API key, or leave port 6335 publicly reachable.
- Regenerate the install command (or rotate secrets) and forget to reapply it: the agent-to-Cloud link breaks silently until you do.
- Delete a Hybrid Cloud environment before deleting its clusters: tear down clusters first, then the environment, then run the cleanup script, or you'll strand resources in the cluster.

Review the source

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Skill instructions are recorded. This is not a runtime test, safety guarantee or compatibility certification.

Review before install: Avoid automatic install

License: Apache-2.0

Dependency or permission surface needs review
Permission surface may require sandboxing
Financial research output is not financial advice; require human review before any live investment decision
AI review approval is missing
Financial research output is not financial advice; require human review before any live investment decision.
Quality score needs review
Permission surface needs review: secrets or environment access, shell or command execution
Stars/forks activity: 236 stars, 28 forks; issue activity unavailable in current metadata
Dependency/runtime risk: credential or environment access, external package install surface
Permission surface: secrets or environment access, shell or command execution
Review status: AI review approval is missing

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Source & usage notes

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Source repository: qdrant/skills
License: Apache-2.0
Version: Unknown
Last GitHub push: Sep 16, 2026
Registry updated: Sep 18, 2026
Instruction path: skills/qdrant-hybrid-cloud-setup/SKILL.md @ 7d12f624a62e

Version reported in registry metadata; check source releases before relying on it.

Quality

65/100

Promising

Trust

63/100

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Open install API LLM text format Open manifest Auto-resolve Plan

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    "Permission surface may require sandboxing",
    "Financial research output is not financial advice; require human review before any live investment decision",
    "AI review approval is missing"
  ],
  "agent_contract": {
    "task_input": "Use qdrant-hybrid-cloud-setup in an agent workflow",
    "recommended_action": "Do not auto-install. Inspect the source, dependencies, and permission surface first.",
    "install_policy": "block",
    "minimum_review_before_use": [
      "Trust: 71/100 Manual review",
      "Audit: 75/100 Needs review",
      "Safety: 35/100 Avoid automatic install",
      "Review repository, license, install command, and permission surface before production use."
    ],
    "expected_agent_output": {
      "selected_skill": "qdrant-qdrant-hybrid-cloud-setup (qdrant-hybrid-cloud-setup)",
      "install_command": "npx skills add qdrant/skills --skill qdrant-hybrid-cloud-setup",
      "risk_summary": "Needs review; Blocked for auto-install; Review before production",
      "verification_result": "Report the smallest successful task, files touched, warnings, and any missing setup."
    }
  },
  "outcome_feedback": {
    "endpoint": "https://www.openagentskill.com/api/agent/outcome",
    "method": "POST",
    "requires_resolve_event_id": true,
    "event_id_source": "Use install_receipt.outcome_feedback.event_id or feedback.event_id returned by /api/agent/resolve for the current task.",
    "expected_outcomes": [
      "success",
      "failed",
      "not_relevant",
      "blocked_by_risk",
      "setup_required"
    ],
    "payload_template": {
      "event_id": "<install_receipt.outcome_feedback.event_id or feedback.event_id from /api/agent/resolve>",
      "skill_slug": "qdrant-qdrant-hybrid-cloud-setup",
      "task": "Use qdrant-hybrid-cloud-setup in an agent workflow",
      "agent": "codex",
      "outcome": "success",
      "install_used": true,
      "risk_blocked": false,
      "setup_required": false,
      "task_success": true,
      "output_quality": 4,
      "error_type": null,
      "human_review_required": false,
      "workspace": "sandbox",
      "time_to_useful_ms": 120000,
      "notes": "Report the smallest successful task, setup friction, files touched, and risk notes."
    }
  },
  "endpoints": {
    "web": "https://www.openagentskill.com/skills/qdrant-qdrant-hybrid-cloud-setup",
    "api": "https://www.openagentskill.com/api/agent/skills/qdrant-qdrant-hybrid-cloud-setup",
    "audit": "https://www.openagentskill.com/skills/qdrant-qdrant-hybrid-cloud-setup/audit",
    "eval": "https://www.openagentskill.com/api/agent/evals?slug=qdrant-qdrant-hybrid-cloud-setup&task=Use%20qdrant-hybrid-cloud-setup%20in%20an%20agent%20workflow&max_risk=medium",
    "resolve": "https://www.openagentskill.com/api/agent/resolve?task=Use%20qdrant-hybrid-cloud-setup%20in%20an%20agent%20workflow&agent=codex&max_risk=medium",
    "receipt": "https://www.openagentskill.com/api/agent/receipt?task=Use%20qdrant-hybrid-cloud-setup%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text",
    "install": "https://www.openagentskill.com/api/skills/qdrant-qdrant-hybrid-cloud-setup/install",
    "manifest": "https://www.openagentskill.com/api/registry/manifest/qdrant-qdrant-hybrid-cloud-setup"
  }
}

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Creator: qdrant
Source: qdrant/skills
Indexed by: OpenAgentSkill community index

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