Cloud infrastructure
for machines.
Deploy software on programmable compute, elastic storage, and reactive infrastructure that autonomous systems can inspect, repair, and control through one API.
Real machines. Programmable in milliseconds.
Each Machine gets its own vCPU, memory, disk, ports, IPv6, and snapshots, ready in milliseconds with no container orchestration to manage.
AI workloads
Run training jobs, data generators, ETL pipelines, and eval sweeps against real filesystems with durable checkpoints and structured logs. No object-store workarounds or throwaway scratch space.
Fast cold starts
Machines go from zero to ready in under 50ms. You pay for execution time, not idle capacity, and scale back to zero the moment work finishes.
Run any stack
Real ports, IPv6 addresses, and durable block storage. Run Postgres, Traefik, ClickHouse, or whatever your stack needs without fighting custom networking or ephemeral filesystems.
Programmable storage. Fast, durable, forkable.
Storage that lives across Machines, not inside them. Datasets, checkpoints, logs, and model outputs stay mounted and shared between workers with no sync scripts or disk rebuilds between runs.
Normal files
Your code reads normal paths like /data/dataset.parquet. No object-store SDKs, no presigned URLs, no download-then-process glue.
S3 compatible objects
Our S3-compatible endpoint means your existing SDKs, CLIs, lifecycle policies, and CI/CD integrations work without rewriting storage calls or adding proprietary client libraries.
State between machines
Share checkpoints, fork experiments, and pick up distributed jobs from where they left off. No rebuilding disks from scratch between runs.
Reactive infrastructure. Built to recover.
Every primitive in the stack emits typed events with real context attached. When something fails, recovers, or finishes, agents get the signal and the state they need to act on it without polling.
Real-time event stream
Every primitive emits structured events with enough context to debug a failure, resume an interrupted run, or kick off the next step in a pipeline.
Webhooks that retry
Deliver events to your systems with signatures, retries, and replay so automation keeps working through outages.
Self healing software
When something breaks, agents inspect the run, fork the filesystem from the last snapshot, patch what went wrong, and retry. Failures become recovery paths, not pages to on-call.
Near edge compute. Globally replicated storage.
We place compute and storage in the same region as the caller so agent loops spend time executing, not waiting on the network. Hot state stays replicated nearby to cut round trips to a minimum.
Only pay for primitives. No seats. No plans. No commitments.
Pay per second for compute, memory, and Machine storage. No seats, setup fees, monthly fees, or hidden egress surprises.
Cloud infrastructure
machines can operate.
Layerbrain gives software the primitives to operate itself: compute it can reach, state it can fork, events it can trust, and recovery it can run.
Codex,
Claude Code,
Poolside,
Cursor,
GitHub Copilot,
and open source tools.