Who it is for·AI-native companies where autonomous agents are part of the workforce

You built an AI-native company, not an infrastructure company.

Agents are already part of your workforce. Molted is the managed operating environment that keeps every one of them running, recoverable and connected, so your team builds product instead of babysitting Kubernetes.

You are not experimenting with agents, you are running on them. They handle real work across your operations every day, and when one goes silent, something in your company stops. Molted gives you the operating environment to run that agent workforce at scale, without your engineers becoming a 24/7 on-call cloud team by accident.

The reality today

Your headcount is replaced by agents, your on-call is not

You replaced manual work with autonomous agents, then quietly created a new job nobody wanted: keeping those agents alive. Running one OpenClaw in production is already a cold-sweat operation. Running dozens or hundreds on shared nodes, around the clock, is a full-time on-call nightmare that pulls your best engineers off the product.

One bad node, and your whole workforce goes dark

When agents are how the company runs, an OOMed node is not a degraded service, it is a layoff for the day. Silent crashes, crashloops, corrupted configs that brick a pod, version drift where nobody knows what is actually running: every one of these is now a business outage, not an infra ticket.

You cannot see or undo what your agents did

Autonomous agents touch real files, real CRMs, real money. When one goes off the rails, you need to know exactly what it changed and roll it back, immediately. Generic clouds give you an empty server and a backup you have to build. They do not tell you what the agent did at 3am, and they cannot put it back.

How Molted helps

An agent workforce that runs itself

Molted runs the OpenClaw runtime so you never feel it. Bare pods that never crashloop, a daemon that survives even OpenClaw itself dying, and openclaw doctor auto-repairing corrupted configs. A RAM semaphore kills by priority before a shared node OOMs, so one heavy agent never takes the whole workforce down. Every failure gets a full post-mortem, so your engineers debug nothing.

Premium compute, zero hardware to babysit

Your agents start on Molted premium nodes at about 1.1s cold-start, versus roughly 4s on a $3,400 MacBook Pro M3 Pro and about 7s on a $700 Mac mini, around 3.6x faster than the M3 Pro. A single agent uses a fraction of a premium box, so you never pay for a machine sitting 90% idle, and there is no fleet of laptops or servers to buy and maintain.

Total visibility and one-move undo

Every file an agent touches is natively S3-versioned with inotify tracking and priority-lane sync. Diff any two versions at the file level, do point-in-time restore that hot-reloads the running instance, and roll back even after a delete. When an agent does something it should not have, you see exactly what changed and reverse it in one move.

Agents that act in the real world, managed for you

Your workforce reaches anything a human can. Browser automation with captchas solved automatically, managed rotating geo-aware proxies and persistent logged-in profiles. A managed MCP layer with isolated scoped connections per instance, 1,000+ app integrations from Gmail to Salesforce to Stripe via a managed integration layer, plus dedicated mailboxes and phone numbers per agent for live email, calls, SMS and 2FA.

OpenClaw runtime fully managed: bare pods that never crashloop, daemon survives OpenClaw dying, auto-repair via openclaw doctor
RAM semaphore kills by priority before a shared node OOMs, so one agent never takes the workforce down
4-tier self-healing: in-pod restart, pod recreation, known-good restore, critical alert. Caught in under 60s, back online in under 90s
~1.1s OpenClaw cold-start on a Molted premium node, ~3.6x faster than a $3,400 MacBook Pro M3 Pro
Versioned filesystem with file-level diff and point-in-time restore that hot-reloads the running instance, roll back even after a delete
1,000+ app integrations and a managed MCP layer, credentials AES-256-GCM encrypted at rest
Email and voice live: dedicated mailbox and phone number per agent, send/receive email, calls, SMS and 2FA
In production since January 2026. The team also runs molted.cloud with 300+ managed clients
Deploy Managed on Molted clusters, On-Premise on your own infra, or a Swiss cluster for data sovereignty

FAQ

Questions, answered.

Q.01

What is Molted for an AI-native company?

Molted is the managed operating environment for autonomous agents. If agents are part of your workforce, Molted runs that workforce for you: the OpenClaw runtime, premium compute, versioned workspaces, browser automation, a managed MCP layer and 1,000+ integrations are operated and recovered automatically, so your engineers ship product instead of running a cloud.

Q.02

We already run agents in production. Why not keep self-hosting?

Self-hosting one OpenClaw is hard. Running many on shared nodes, 24/7, means silent crashes, crashloops, corrupted configs, version drift and nodes that OOM and take every agent down at once. Molted absorbs all of that with bare pods that never crashloop, a daemon that survives OpenClaw dying, a RAM semaphore that kills by priority before a node OOMs, and a full post-mortem on every failure.

Q.03

How fast does Molted recover when an agent crashes?

Molted uses 4-tier self-healing: in-pod restart, pod recreation, known-good restore, then a critical alert if all else fails. Crashes are caught in under 60s and the agent is back online in under 90s, so an outage in your agent workforce does not become an outage in your business.

Q.04

Can we see and undo what an autonomous agent did?

Yes. Every file an agent touches is natively S3-versioned with inotify tracking. You get file-level diff between any two versions and point-in-time restore that hot-reloads the running instance, so you can roll back exactly what an agent changed, even after a delete.

Q.05

How is Molted different from AWS or GCP for running agents?

AWS and GCP give you empty machines, then the OpenClaw runtime, monitoring, recovery, versioning, browser automation, MCP and integrations are all your problem. Molted gives you an agent-ready environment where all of that is packaged and managed. Do not become an infrastructure company by accident.

Q.06

How is Molted priced for a growing agent workforce?

Pricing is per instance, per day, pro-rated, available on request, with up to 30% off on an annual commitment. There is a pricing calculator at /pricing-calculator so you can model the cost of your fleet as it scales.

Book a demo and we will run a slice of your agent workforce on Molted, so you can watch it self-heal before you commit.