Hey Dev.to community!
Excited to share Swrly — an AI agent orchestration platform for engineering teams.
The problem
Building AI agent workflows usually means a tangle of Python scripts, each agent in its own cron job, no visibility into what is happening, and debugging means reading logs line by line.
What Swrly does
Swrly gives you a visual drag-and-drop builder where you create named AI agent teams (we call them swirls). Each agent has a clear role — Code Reviewer, PR Summarizer, Incident Responder — and you wire them together with conditions, triggers, and integrations.
What makes it different:
- Visual builder — drag agents onto a canvas, connect them, set triggers
- 47+ connectors — GitHub, Slack, Linear, Jira, Notion, Sentry, PagerDuty, databases, and more
- BYOK (Bring Your Own Key) — use your own AI subscription. No per-token markup.
- Full observability — watch every agent think in real time
- Smart triggers — manual, webhook, cron, API, or event-based
Free to start
Starter plan is genuinely free — 50 runs/month, 5 agents, 5 swirls. No credit card required.
We are just getting started and would love feedback. If you are automating anything with AI — PR reviews, incident triage, deploy notifications — I would love to hear what problems you are running into.
Check it out at swrly.com
I will be sharing tutorials here on building specific workflows. First up: building a PR review pipeline in 10 minutes.
Happy building!
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