Pain point 1
Rebuilding the same setup over and over
Build once. Launch environments on demand.
Example workflow
Infrastructure
GPU validation environment
Compute, network, access, and TTL defaults.
Setup
Observability & agents
Install packages, agents, and product services.
Guide
Access & runbook
Checks, access notes, and guided steps.
Workflow built
Customer demo workflow
Ready to launch
Automation
6 setup steps
Runbook
12 guided tasks
Live environment
Built for
Teams running demos, labs, validation, and technical field workflows.
The problem
Teams still stitch together cloud instances, scripts, notes, and tribal knowledge just to run demos, labs, or tests.
Pain point 1
Rebuilding the same setup over and over
Pain point 2
Scripts scattered across repos and docs
Pain point 3
Runbooks depend on tribal knowledge
Pain point 4
Temporary environments become cloud sprawl
Pain point 5
Agents have no real control plane to operate against
How Spinly works
The product model is simple:
Defines the infrastructure baseline
Installs and configures software
Provides guided operational steps
Bundles everything into a reusable workflow
The running output with controls, access, and lifecycle
Retires temporary infrastructure automatically
Use cases
Where Spinly fits in practice.
Use case
Give field and sales teams a ready-to-run environment for every conversation.
Use case
Stand up hands-on environments for training, enablement, and internal testing.
Use case
Create short-lived test environments for release checks and validation work.
Use case
Give operators and agents the same environment on demand.
Product showcase
Workflow
ceph-cluster-demo
Lifecycle
Cleanup scheduled
Readiness
Environment state
Ready
Product
See readiness, access, and lifecycle state in one operator view.
Guardrails
Spinly keeps temporary infrastructure safe and controlled by default.
Control
TTL enforcement
Control
Cleanup automation
Control
Launch guardrails
Control
Repeatable execution paths
Control
Auditability
Control
Reduced orphaned infrastructure
Developers and agents
Use Spinly through the UI or API for the same actions across operators, automation, and agents.
Spinly API
POST /planner/launch
{
"spec": {
"launchpack": "ceph-cluster-demo",
"ttl_hours": 8
},
"ssh_public_key": "ssh-ed25519 AAAA..."
}
GET /api/environments/{id}
{
"status": "ready",
"access": ["ssh", "console"],
"runbook": "operator-readiness"
}Start with one workflow
Package the workflow once. Launch it when you need it. Retire it automatically.