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Sakana AI: one unified model for everything you build
Best product for this task
Sakana Fugu is a research-driven multi-agent orchestration model that coordinates multiple LLMs through one API to solve complex, multi-step tasks. It learns how to route, sequence, and verify work across expert agents for higher-quality coding, reasoning, and knowledge workflows while honoring data and compliance constraints.

What to expect from an ideal product
- Sakana Fugu connects to multiple LLMs through a single API, so you don't have to juggle different endpoints or manage separate integrations for each model
- It figures out which agent is best suited for each part of a task, routing work intelligently instead of dumping everything on one model
- For multi-step tasks, it sequences the work in the right order, making sure each agent builds on what the previous one did rather than working in isolation
- It checks the output at each stage, catching mistakes before they stack up and affect the final result
- You can set data and compliance boundaries upfront, and the system respects them throughout the entire workflow without you having to police it manually
