Deployment Agents
Deployment Advisor
Ask a question in plain English inside the Argo CD UI and get a root-cause answer, backed by the evidence, in one pass
Ask in plain English — "why is payments-api throwing 502s?" — and it pulls every signal you'd check by hand (logs, events, manifests, recent commits) in a single pass.
Suggests a fix and applies it as a temporary patch with your approval.
Works in both the Argo CD and Kargo UIs;
run it on demand or schedule recurring health checks, with results synced to Slack.
On-Call Agent
Fires when a workload degrades, runs the runbook your team wrote, and verifies recovery before closing the incident
Triggers on a detected degraded state —
or a Prometheus, Datadog, or Grafana alert.Runs markdown runbooks straight from your Git repo (30+ examples to start from), scoped by Tool Policies that define what
it can touch per environment.Posts the live troubleshooting log to Slack and closes the incident automatically once recovery is verified.
Promotion Advisor
Fires when Freight is promoted to a Kargo stage and reads everything the change touches — commits, images, charts, release notes, and promotion history.
Flags risky changes — schema migrations, secret rotations, large config diffs — and returns a risk score with recommended mitigations.
You see the full assessment before
you click promote.
Hundreds of toil hours per quarter reclaimed
— Mastery Logistics
"We love open source Argo CD, but at our scale it became expensive in time and compute."
— Brett Nugent, Cloud Engineering Manager, Mastery Logistics
SREs reclaimed 50% of time spent investigating “why did my deployment fail?"
— Cowbell
"We were spending somewhere around 50 to 55 percent of our time answering, 'Why did my deployment fail?”
— Yousef Alam, Sr Staff Engineer,
Cowbell
Customer onboarding time cut from 2–3 days to under an hour for thousands of apps
— CoreWeave
“We would have had to change our support model entirely — co-managed GitOps at this growth rate just wouldn't have scaled with OSS”
— Jacob Feldman, Head of Solution Architecture, CoreWeave
