Who it is for·Teams running autonomous agents in production at scale
Host, scale and recover autonomous agents (OpenClaw today, more runtimes like Hermes on request) without building the infrastructure yourself.
Running one autonomous agent in production is already hard. Running hundreds or thousands, around the clock, is impossible by hand: you need watchers, recovery, versioning and safe density running every second. Molted is the managed operating environment that does exactly that, so you run long-running AI agents at scale without becoming an infrastructure company. It is a managed runtime, not a framework you write code in: you bring the agents, Molted keeps them alive, integrated and recoverable.
01The reality today
A single agent fails in quiet ways: it crashes and stays down, a config corrupts and bricks the instance, memory spikes and the box goes with it. At scale, watching and healing all of them by hand is not hard, it is impossible. General clouds and agent frameworks hand you machines or an SDK, not a system that watches your agents and brings them back.
A single agent uses only a fraction of a box, so running each on its own VM means paying for capacity that sits 90 percent idle. Packing many agents densely on shared nodes is the obvious fix, until they all spike memory at once and a node OOMs, taking every agent with it. Safe over-provisioning is its own engineering project.
The agent is the easy part. Keeping a fleet alive in production means a versioned filesystem, 1,500+ integrations with OAuth and credential storage, browser automation with proxies and captchas, email and voice, monitoring and recovery. That is months of platform work that has nothing to do with your product.
The problem at scale
One agent
Easy to babysit.
A fleet, by hand
02How Molted helps
01
Agents run on bare pods that never crashloop, behind a daemon that survives even OpenClaw dying, with openclaw doctor auto-repairing corrupted configs. Four tiers of self-healing (in-pod restart, pod recreation, known-good restore, critical alert) catch crashes in under 60s and bring agents back in under 90s, with a full post-mortem on every failure. No on-call for the runtime.
02
A RAM semaphore throttles startups and kills by priority before a shared node runs out of memory, so many autonomous agents share premium nodes without a crash. Pricing is per instance per day, pro-rated, with up to 30 percent off annual, so you pay for agents instead of idle hardware, and you skip the DevOps team you would need to operate it.
03
Every file is natively S3-versioned with inotify tracking, file-level diff between any two versions, point-in-time restore that hot-reloads the running instance, and rollback even after a delete. Premium agent compute gives OpenClaw cold-start around 1.1s, about 3.6x faster than a MacBook Pro M3 Pro, with no hardware to buy or babysit.
04
1,500+ app integrations from day one through a managed MCP layer with isolated scoped connections per instance: agents self-discover tools and trigger OAuth after a user approves the link, credentials AES-256-GCM encrypted at rest. Browser automation solves captchas, rotates managed geo-aware proxies and keeps persistent logged-in profiles. Each agent can get its own mailbox and phone number to send and receive email, place and take calls, and handle SMS and 2FA.
03FAQ
A managed operating environment that hosts, scales and recovers autonomous agents for you, so you run agents instead of operating infrastructure. Molted runs OpenClaw today (and other runtimes on request) with the runtime, recovery, versioning, integrations, browser automation and email and voice already built in.
Yes, that is the point. Molted absorbs the parts that usually require a platform team: a self-healing runtime, safe high density on shared nodes, a versioned filesystem, 1,500+ integrations and dedicated email and voice. You bring the agents and configure them, Molted keeps them alive at scale.
A daemon supervises OpenClaw and survives it dying, openclaw doctor repairs corrupted configs, and a RAM semaphore kills by priority before a shared node OOMs. On top of that, 4-tier self-healing catches crashes in under 60s and restores agents in under 90s, so density never becomes an outage.
Usually, because a single agent uses only a fraction of a box. Molted runs many agents densely on premium nodes under a RAM semaphore and charges per instance per day, pro-rated, with up to 30 percent off annual, so you stop paying for idle hardware. The larger saving is the DevOps and on-call team you no longer need to operate the runtime.
OpenClaw today, with more runtimes like Hermes on request, and it is model-agnostic so you choose your providers and models. You can deploy on Managed Molted clusters, an On-Premise cluster on your own infrastructure, or a Swiss cluster for data sovereignty.
Yes. Molted is a managed AI agent platform built for autonomous agents in production: it runs the agent runtime (OpenClaw today, Hermes on request), keeps it alive with 4-tier self-healing and an auto-healing dashboard, and exposes an API to create, list, monitor and destroy instances at scale.
That is exactly what Molted is: an AI agent management platform at scale. It handles recovery, safe high density, 1,500+ integrations through a managed integration layer, and per-agent identity, so you manage a fleet of autonomous agents without building the infrastructure.
Yes. Molted hosts autonomous agents at scale as a managed service: it keeps autonomous agents alive with self-healing, 1,500+ integrations, and an API to create, list, monitor and destroy instances.
Yes. Molted runs multi-tenant agents, each with a dedicated mailbox and phone number for email, voice calls, SMS and 2FA, so an agent can complete real tasks end to end. It is an AI agent infrastructure platform with a managed control plane for autonomous agents.
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