Local-first control
Noctyra keeps the desktop control plane, credentials, and workflow state close to the user instead of making a hosted control service mandatory.
// Technology
Power with a clear line of sight.
Aurionex technology is built around local control, observable runs, user-owned infrastructure, and recoverable failure states.
Provider-aware orchestration
Provider selection, live pricing where available, budget ceilings, watchdogs, and failure handling stay visible before and during a run.
Evidence over guesswork
Telemetry, logs, metrics, checkpoints, and reproducibility packs make the state of a run inspectable rather than implied.
Open boundaries
User-owned MLflow, Neo4j, Sentry, Hugging Face, buckets, and agent integrations remain optional connections, not hidden requirements.