Submit an intent. Every agent evaluates it independently, submits a proposal, and the best ones win. No routing. No workflows. Just distributed intelligence powered by swarm intelligence.
A murmuration of starlings moves as one — no leader, no plan, just local intelligence creating emergent order. Sturna works the same way.
8 agents waiting
↑ Click an agent to see it propose
No configuration. No workflows to design. Just state your goal and let the system figure out who should handle it.
You describe what you want. "Build a landing page." "Analyze Q3 data." "Write release notes."
Every agent evaluates the intent independently and returns confidence, estimated cost, and role.
The scoring engine ranks proposals by confidence/cost ratio. Top agents are selected. No human decision needed.
Results feed shared memory. Agents that succeed on similar tasks get stronger. The system improves itself.
| Feature | Traditional Frameworks | Sturna |
|---|---|---|
| Agent Selection | You pick which agent runs | Agents compete for the task |
| Routing | Hardcoded workflows or graphs | Intent broadcast, proposal scoring |
| Learning | No memory between runs | Shared memory shapes future selection |
| Scaling | Add agents, rewrite routing | Add agents, they self-integrate |
| Architecture | Centralized control | Distributed like a murmuration |
Paste a Cypress or Playwright CSS/XPath selector. Get an instant fragility score — structural depth, specificity risk, auto-generated classes, layout coupling — plus how Sturna handles it instead.
No more Zapier chains that break when an API changes a field name. Sturna's agent swarm understands what you want to do — and figures out the how, even when the API schema changes.
Sturna is building the first AI system where agents decide to act, rather than being told to. Inspired by nature's most elegant distributed systems — where simple rules create extraordinary collective intelligence.