Built for engineers who refuse to babysit infrastructure.

Every capability below ships in v1.0 Cluster. No feature flags, no waitlist, no upsell tier hiding the good parts.

Core capabilities

Autonomous ML orchestration engine that learns your workloads and pre-warms capacity before traffic spikes.

Predictive pipelines block regressions before merge using historical deploy telemetry and code-graph analysis.

Sub-second fault recovery across regions. Drains, reroutes, and re-balances without paging an on-call.

Military-grade isolation with per-workload mTLS, hardware-backed attestation, and signed supply-chain.

Capacity planned by Bayesian forecast, not reactive HPA — 38% lower idle cost on average.

Spin a throwaway deploy from your browser, share a URL, tear it down. No local Docker required.

The infrastructure-grade primitives that come standard with every cluster.

Unified traces, metrics, and logs at 1-second resolution across every plane — without an agent install.

First-class Postgres, Redis, Kafka primitives with point-in-time snapshots and cross-region failover.

Anycast TLS 1.3 + QUIC at the edge. Median TTFB of 14ms globally without per-region config.

SOC 2 Type II, ISO 27001, HIPAA, GDPR, and FedRAMP Moderate baselines with one-click evidence export.

Every change is a signed commit. Reconciliation loops apply state continuously with audit-grade history.

Per-request, per-team, per-feature cost attribution. Anomaly alerts before your bill arrives.

AI triages alerts, dedupes noise, and only wakes humans when the model lacks confidence to act.

Hard isolation between tenants without orchestration overhead — runs the same on 1 or 10,000 namespaces.

Benchmarked against median data from 240 production deployments migrated in 2025.

Spin a sandbox in 90 seconds. No credit card. No setup call.