Promote tuned assistants without losing control of production
Ship new versions, manage rollouts, and monitor live telemetry from the same Deploy surface your team already trusts.
Controlled promotion
Promote successful runs to staging or production with explicit approvals and change logs.
Release orchestration
Manage rollout plans, route traffic by version, and trigger automated smoke tests after deployment.
Runtime observability
Monitor latency, spend, and error rates with alerting hooks that keep your ops team in the loop.
Everything you need to ship safely
Short milestones that keep deployments observable and reversible from the start.
Version control
Keep every tuned checkpoint tracked with notes, approvers, and automated rollback states.
Traffic management
Shift traffic with canary, shadow, or blue/green patterns without touching infrastructure.
Ops automation
Hook deployments into smoke tests, observability dashboards, and incident workflows.
Usage intelligence
Tie latency, spend, and quality metrics to each release so PMs and ops move in lockstep.