Great question. It was super important to us to solve this problem.
You have complete control over budget, so no uncontrolled swarms. Each node has a dollar budget that covers its own work and the nodes below it while preserving enough room to wrap up cleanly.
More details here: https://t.co/0lKGKiPwGS
@coderdannn Yes! See 3 use cases on our research page: https://t.co/gHHyKzt8qX
1. Using Fractal to build and improve itself
2. Tech industry map
3. Crude-oil trading
@nicholas_diao and I just open sourced Fractal, a tool that we use internally at @Plasma__AI.
Fractal began with the question "can agent loops effectively manage other agent loops?"
Fractal is open source under Apache 2.0. We’re excited to see what you build with it.
CLI: pip install fractal
Agent skill: fractal install
Repo: https://t.co/b11Kb76gu7
Fractals are self-organizing.
Nodes delegate work to sub-nodes, each running their own loop. Parents review and merge the output of sub-nodes before planning again, allowing work to compound across the hierarchy.
Full write-up: https://t.co/jRghTJSI2H