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DAX Studio
DAX Hive

Every developer.
Their own cloud.

DAX Hive gives every engineer a dedicated, GPU-ready, AI-native container on GKE — secured by gVisor, checkpointed by CRIU, accessible via SSH and VS Code from anywhere.

Platform capabilities

Built for scale. Built for security.

Container per Developer

Every engineer gets a dedicated Ubuntu 24.04 container on GKE. Full root. Claude Code pre-installed.

CRIU Thermal Lifecycle

Checkpoint/Restore In Userspace. Idle containers checkpoint to GCS and resume from cold in < 300ms.

gVisor Sandbox

Every container runs inside Google's gVisor. Syscall interception prevents host escape.

SSH Certificate Authority

24-hour SSH certs issued on demand. No long-lived keys. Rotate without interruption.

VS Code Remote

Open any workspace in VS Code over SSH. Your IDE, your plugins — connected to the cloud.

Audit Trail

Every command, every file write — emitted to Pub/Sub, stored in Firestore and BigQuery.

Thermal Lifecycle

Pay for what you use. Resume in milliseconds.

The Hive operator monitors container activity. Idle workspaces are checkpointed with CRIU — entire process trees, memory, open sockets — then restored at full speed when the developer returns.

Provisioned

GKE pod allocated, base image applied

Active

Developer connected via SSH or VS Code

Warm

Idle 10 min — process tree frozen to memory

Cold

CRIU checkpoint persisted to GCS bucket

Resumed

Full state restored in < 300ms on reconnect

hive-operator — workspace lifecycle
$ hive status --user alice
workspace: alice-dev-01
state: ACTIVE
image: ubuntu-24.04-claude
# [operator] idle threshold reached (10m)
→ checkpointing with CRIU...
→ writing to gcs://hive-snapshots/alice
→ state: WARM → COLD
# [operator] ssh connect from alice
→ restoring from CRIU checkpoint...
→ resumed in 287ms ✓
→ state: COLD → ACTIVE

GKE + gVisor

CRIU Snapshots

Claude Code

SSH CA + Audit

Get your team on Hive.

We'll provision a pilot cluster and walk you through onboarding.