Suggested Workflows
Kestrel analyzes your connected integrations and generates ready-to-deploy workflows — with the right triggers, actions, and variables already wired up. The fastest way to know exactly what to automate next.
The hardest part of automation is often a blank canvas. You know there's work worth automating, but staring at an empty workflow builder, it's not obvious where to start. Today we're fixing that with Suggested Workflows: Kestrel looks at the integrations you've connected and generates ready-to-deploy workflows tailored to your stack.
Not templates — ready-to-deploy workflows
The Workflow Library opens with AI-suggested workflows tailored to your connected integrations. These aren't generic templates with blanks to fill in — each one is a complete workflow with the right trigger, actions, and variable wiring already configured for your environment. If you've connected Kubernetes, you'll see crash-loop RCA workflows; connect AWS and cost-anomaly triage shows up; connect PagerDuty, Vercel, or PostHog and you get suggestions that use them too.
Browse by source
Suggestions are grouped by the integration that powers them, so you can browse the library by source — All, Kubernetes, AWS, PagerDuty, and the rest — and quickly find automations for the part of your stack you're focused on. Each card shows the workflow name, a short description, and how many steps it has, so you can size up what it does at a glance.
Generate a fresh set anytime
Click Suggest Workflows to generate a fresh set based on your current integrations. Connect something new — a cloud account, an observability tool, an on-call provider — and the next time you generate suggestions, you'll see workflows that use it. As your stack grows, so does the set of things Kestrel knows how to automate for you.
From suggestion to live workflow
Click any suggestion to open it on the workflow builder canvas. From there it's a normal workflow: review the steps, adjust the configuration in natural language or with drag-and-drop, and activate it when you're happy. Workflows you create from a suggestion get a Created badge and show up under the Created tab, so it's easy to see what you've already adopted and what's still just an idea.
Getting Started
Open Workflows → Library and click Suggest Workflows. The more integrations you've connected, the richer and more relevant the suggestions — so it's a great first stop right after connecting a new tool.