Creates persistent storage for stateful workloads on Control Plane. Use when the user asks about volumes, volume sets, disks, mounting storage, snapshots, volume expansion, filesystems, shared storage, or backups.
Scanned 8/31/2026
Install via CLI
openskills install controlplane-com/ai-plugin---
name: stateful-storage
description: "Creates persistent storage for stateful workloads on Control Plane. Use when the user asks about volumes, volume sets, disks, mounting storage, snapshots, volume expansion, filesystems, shared storage, or backups."
---
# Stateful Storage & VolumeSets
> **Tool availability:** the snapshot tools (`create_volumeset_snapshot`, `list_volumeset_snapshots`, `restore_volumeset_snapshot`, `delete_volumeset_snapshot`), `shrink_volumeset`, and `delete_volumeset_volume` are in the `full` MCP toolset; `create_volumeset`, `update_volumeset`, `mount_volumeset_to_workload`, `expand_volumeset`, and the generic `list_resources`/`get_resource`/`delete_resource` reads are in `core`. If a `full` tool is not advertised, reconnect the MCP server with `?toolsets=full` or use the `cpln` CLI fallback.
A **VolumeSet** is GVC-scoped persistent storage for workloads. The `workload` skill covers the basics (stateful type, reserved mount paths, the 15-volume limit, create-then-verify); this skill is the full volume-set detail. The one trap that drives most rework: **`fileSystemType` and `performanceClass` are immutable** (a PATCH that changes either returns HTTP 400) — to change either you must create a new volumeset, and the old data does not carry over. Choose both at creation.
**Most databases don't need this skill:** `template-catalog` installs Postgres, Redis, MySQL, MongoDB, and more with the volumeset, snapshots, and credentials already wired — hand-build only for a custom app or an unsupported engine.
## Filesystem types and performance classes
| Filesystem | Access | Workloads | Volumes provisioned | Snapshots / shrink / delete-volume |
|---|---|---|---|---|
| `ext4` | read-write-once | one stateful/vm workload | one per replica, per location | yes |
| `xfs` | read-write-once | one stateful/vm workload | one per replica, per location | yes |
| `shared` | read-write-many | any workload type, many at once | one per location (shared by all replicas) | no — expand only |
| Performance class | Min | Max | Filesystems |
|---|---|---|---|
| `general-purpose-ssd` | 10 GB | 65536 GB | ext4, xfs |
| `high-throughput-ssd` | 200 GB | 65536 GB | ext4, xfs |
| `shared` | 10 GB | 65536 GB | shared (auto-set) |
When `fileSystemType: shared`, `performanceClass` is **auto-set to `shared`** — do not specify another. Data is **per-location** and never replicated across locations; for cross-location redundancy, replicate at the application layer (e.g. WAL streaming).
## Create a volumeset
Use `mcp__cpln__create_volumeset` (MCP create/mount tools default `fileSystemType` to **xfs** and `performanceClass` to `general-purpose-ssd`; the raw API/`cpln apply` default is **ext4**). YAML for IaC / CLI fallback:
```yaml
kind: volumeset
name: pg-data
gvc: GVC
spec:
fileSystemType: ext4
performanceClass: general-purpose-ssd
initialCapacity: 20 # GB; within the class min/max and <= autoscaling.maxCapacity
autoscaling:
maxCapacity: 100
minFreePercentage: 20 # 1-100
scalingFactor: 1.5 # >= 1.1
snapshots:
schedule: "0 2 * * *" # cron; no more than once per hour
retentionDuration: 7d # float + d/h/m; tool default 7d
```
Apply with `cpln apply -f volumeset.yaml --gvc GVC`. Update mutable fields (capacity, autoscaling, snapshot policy, tags) with `mcp__cpln__update_volumeset`.
### Autoscaling
**Reactive**: a background job checks volumes about once a minute; when free space falls below `minFreePercentage` it resizes the volume to hold current usage at that margin, scaled up: `new_capacity = ceil(usedGB / (1 - minFreePercentage/100) * scalingFactor)`, capped at `maxCapacity`. Both fields are required, or autoscaling does nothing.
**Predictive** runs the same formula on *projected* usage (from the recent growth rate) to expand ahead of demand; the larger of the reactive and predictive targets wins. Requires `minFreePercentage > 0` and `scalingFactor >= 1.1`:
```yaml
autoscaling:
maxCapacity: 200
minFreePercentage: 20
scalingFactor: 1.5
predictive:
enabled: true # default false
lookbackHours: 24 # 1-168
projectionHours: 6 # 1-72
minDataPoints: 10 # 2-100
minGrowthRateGBPerHour: 0.01
scalingFactor: 1.2 # >= 1.1; defaults to the parent scalingFactor
```
## Mount to a workload
Mount with `mcp__cpln__mount_volumeset_to_workload` — it attaches to the **first container** and creates the volumeset if missing (create-only defaults, ignored when the volumeset already exists: path `/mnt/{volumesetName}`, filesystem `xfs`, class `general-purpose-ssd`). Volume URI is `cpln://volumeset/VOLUMESET`.
- **ext4/xfs require a `stateful` or `vm` workload** (mounting on serverless/standard returns HTTP 400); `shared` mounts on any type. Workload type is immutable — see "Migrating to stateful" below.
- Up to **15 volumes** per container. **Reserved mount paths** (rejected): `/dev`, `/dev/log`, `/tmp`, `/var`, `/var/log`.
- `recoveryPolicy`: `retain` (default — reuse an existing volume's data on a new replica) or `recycle` (start fresh).
- `path` is required for non-vm workloads and rejected for `vm` (VM disks use `name`/`bus`/`bootOrder` instead).
- Stateful workloads give each replica a stable index and its own volume; `spec.loadBalancer.replicaDirect` (stateful-only) exposes per-replica endpoints — see the `workload` skill.
```yaml
kind: workload
name: pg
gvc: GVC
spec:
type: stateful
containers:
- name: postgres
image: //image/postgres:16
ports:
- number: 5432
protocol: tcp # http | http2 | grpc | tcp — a DB is tcp, not http
volumes:
- uri: cpln://volumeset/pg-data
path: /var/lib/postgresql/data
```
## Snapshots
Snapshots are **ext4/xfs only — never `shared`**. Automatic policy lives in `spec.snapshots`: `createFinalSnapshot` (default `true` — a snapshot is taken before any volume in the set is deleted), `retentionDuration`, and `schedule` (cron whose minute field must be a single concrete value, so no more than once per hour). Manual: `mcp__cpln__create_volumeset_snapshot`, `list_volumeset_snapshots`, `restore_volumeset_snapshot`, `delete_volumeset_snapshot`. A restore creates a **new volume** and discards everything written since the snapshot.
## Resize and delete volumes
- **Expand** — live, no downtime, all filesystems. Throttled to **4 expansions per volume per rolling 24 hours**; the 5th returns **HTTP 429** and a brief wait does not help (the oldest expansion must age out of the window). `mcp__cpln__expand_volumeset`.
- **Shrink** (ext4/xfs only) — data is migrated to the new smaller volume via an online presync + final delta sync, and the replica restarts during the swap. The platform **rejects the shrink with HTTP 400 when known used bytes (+5% metadata headroom) would not fit**; data is only lost if used bytes genuinely exceed the new capacity. Floor is the class minimum (10 / 200 GB). `mcp__cpln__shrink_volumeset`.
- **Delete a volume** (ext4/xfs only) — permanent loss of that volume's data. `mcp__cpln__delete_volumeset_volume`.
Shrink, volume-delete, snapshot-delete, and restore are destructive: **snapshot first** as the recovery net, then confirm the blast radius (the destructive-ops guardrail returns an impact preview before executing).
## Shared filesystem
A `shared` volumeset is mounted read-write by many workloads at once but supports only expand (no snapshots, shrink, or volume-delete). Each mount point is provisioned its own CPU/memory, tuned with `mountOptions.resources`:
```yaml
spec:
fileSystemType: shared # performanceClass auto-set to "shared"
initialCapacity: 50
mountOptions:
resources: { minCpu: 500m, maxCpu: 2000m, minMemory: 1Gi, maxMemory: 2Gi }
```
**Every `mountOptions.resources` bound is validated, and hand-written values usually violate it.** Defaults are `minCpu 500m`, `maxCpu 2000m`, `minMemory 1Gi`, `maxMemory 2Gi`. The rules:
- `maxCpu / minCpu` at most **4**, and `maxCpu - minCpu` at most **4000m**
- `maxMemory / minMemory` at most **4**, and `maxMemory - minMemory` at most **4096Mi**
- **Omitting a bound does not skip the check.** The default fills in for whichever side you leave out: `maxCpu: 4000m` alone is compared against the default `minCpu: 500m` (8:1) and rejected, and `minCpu: 100m` alone is compared against the default `maxCpu: 2000m` (20:1) and rejected the same way.
Raising a ceiling means raising its floor with it: `minCpu 1000m` / `maxCpu 4000m` passes, `minCpu 500m` / `maxCpu 4000m` does not. The rejection reads `"spec.mountOptions.resources" failed custom validation because The ratio between maxCpu and minCpu must be less than 4:1`; the check is actually `> 4`, so an exact 4:1 spread (the defaults) is accepted. The block is accepted on ext4/xfs volumesets too, and validated the same way, but only `shared` provisions mount points that use it.
## Custom encryption (AWS only)
Volumes are encrypted by default. To use your own AWS KMS keys on ext4/xfs volumes (not `shared`, not BYOK):
```yaml
spec:
customEncryption:
regions:
aws-us-east-1: # format: {cloud-provider}-{region}
keyId: "arn:aws:kms:us-east-1:123456789:key/KEY_ID"
```
The `keyId` is injected as the EBS storage-class `kmsKeyId`. The KMS key policy **must grant Control Plane's AWS account `arn:aws:iam::957753459089:root`** the volume-encryption permissions (`Decrypt`, `Encrypt`, `GenerateDataKey`, `CreateGrant`, etc.); the key is immutable once a volume exists.
## BYOK storage classes
On self-hosted clusters, volumes use the storage class `{performanceClass}-{fileSystemType}` (e.g. `general-purpose-ssd-ext4`) and the cluster needs a CSI-compatible driver. `spec.storageClassSuffix` selects an alternative `{performanceClass}-{fileSystemType}-{suffix}`, falling back to the unsuffixed class if it is not found.
## Migrating a workload to stateful
Workload type is immutable, so adding an ext4/xfs volume to a serverless/standard workload means **delete + recreate as `stateful`** — destructive. Before deleting, confirm with the user: the public URL that 5xx's during the cutover, any internal callers that fail until recreate, runtime/in-memory state lost at delete, and that the recreate typically takes 2-5 min. Sequence: capture the spec (`cpln workload get WORKLOAD --gvc GVC -o yaml-slim > bak.yaml`) as a rollback artifact; apply the volumeset; delete the old workload; apply the new manifest with `spec.type: stateful` + the volume mount, **keeping the same name** to preserve URL/DNS/policy/identity links. For the deploy-wait pattern, see the `workload` skill.
## Verify
- `mcp__cpln__get_resource` (kind `volumeset`): `status.locations[].volumes[]` show per-volume `currentSize`, `currentBytesUsed`, `lifecycle` (expect `bound`), and snapshot counts; `status.usedByWorkload` names the bound workload.
- After mounting, poll `mcp__cpln__list_deployments` until ready and confirm the container's volume is mounted at the expected path.
## Troubleshooting
| Symptom | Cause | Fix |
|---|---|---|
| 400 mounting a volumeset | ext4/xfs on a serverless/standard workload | Use a `stateful` or `vm` workload (recreate to change type) |
| 400 "performanceClass / fileSystemType is immutable" | Tried to change either on update | Create a new volumeset; migrate data via snapshot/restore |
| 400 on mount with a path | Path is reserved (`/dev`, `/tmp`, `/var`, ...) | Mount elsewhere (e.g. `/data`, `/mnt/...`) |
| HTTP 429 on expand | 4 expansions on that volume in the last 24 h | Wait for the oldest to age out; plan larger steps |
| 400 on shrink | New size cannot hold used bytes (+5%) | Shrink less, or free space / snapshot then rebuild |
| 400 "The ratio between maxCpu and minCpu must be less than 4:1" (same for memory) | `mountOptions.resources` spread past 4:1 or past 4000m / 4096Mi, counting the default that fills any bound you left out | Raise `minCpu` / `minMemory` or lower `maxCpu` / `maxMemory`, and always set both bounds of a pair |
| 400 "Workload X references non-existent volume sets" | The volumeset in the same apply failed its own validation. `cpln apply` reports every failure and does not stop at the first, so the workload PUT still ran | Fix the volumeset error above it and re-apply the bundle; the ordering is already correct |
| Snapshot fields rejected | Volumeset is `shared` | Snapshots need ext4/xfs |
| Deployment stuck after mount | Volume provisioning (2-5 min on first deploy) | Poll `list_deployments`; check `get_workload_logs` if it stays unready |
## MCP tools quick reference
| Tool | Purpose | Tier |
|---|---|---|
| `mcp__cpln__create_volumeset` | Create a volumeset | core |
| `mcp__cpln__update_volumeset` | Update mutable fields (capacity, autoscaling, snapshots, tags) | core |
| `mcp__cpln__mount_volumeset_to_workload` | Mount to a workload (creates the volumeset if missing) | core |
| `mcp__cpln__expand_volumeset` | Grow a volume (4 / 24 h limit) | core |
| `mcp__cpln__shrink_volumeset` | Shrink a volume (ext4/xfs) | full |
| `mcp__cpln__delete_volumeset_volume` | Delete one volume (ext4/xfs) | full |
| `mcp__cpln__create_volumeset_snapshot` | Point-in-time snapshot | full |
| `mcp__cpln__list_volumeset_snapshots` | List snapshots | full |
| `mcp__cpln__restore_volumeset_snapshot` | Restore a snapshot to a new volume | full |
| `mcp__cpln__delete_volumeset_snapshot` | Delete a snapshot | full |
| `mcp__cpln__get_resource` / `list_resources` / `delete_resource` (kind `volumeset`) | Read / list / delete a volumeset | core |
CLI fallback (CI/CD via a service-account `CPLN_TOKEN`): `cpln volumeset create|get|update|delete|expand|shrink`, `cpln volumeset snapshot create|get|restore|delete`, `cpln volumeset volume get|delete`; `expand`/`shrink` need `--new-size` (`--location`/`--volume-index` optional), and `cpln apply -f` for YAML.
## Related skills
| Skill | For |
|---|---|
| `workload` | Workload types, the deploy-and-verify flow, load-balancer/`replicaDirect` config |
| `template-catalog` | Postgres, Redis, and other databases that provision volumesets for you |
| `firewall-networking` | Outbound rules for cloud-bucket volumes (`s3://`, `gs://`, `azureblob://`) |
## Documentation
- [Volume Set Reference](https://docs.controlplane.com/reference/volumeset.md)
- [Workload Volumes](https://docs.controlplane.com/reference/workload/volumes.md)
- [CLI volumeset Commands](https://docs.controlplane.com/cli-reference/commands/volumeset.md)
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