How it works · Agent orchestration (advanced)
The right model for each step.
One model in a loop isn't a system. Flash coordinates agents, tools, and a deterministic pipeline — choosing how to run each task and which model should run it.
Specialized agents
A general agent for everyday work, plus focused agents for whole-project architecture and deep single-component analysis — each with the right tools.
The right execution mode
A reproducible multi-phase pipeline where you want determinism, an agentic tool-loop where exploration helps, or a hybrid of both.
Model routing
Cheap, fast models handle the legwork; a stronger model does the synthesis. Route steps to local or cloud, per task and per phase.
Why it matters
Orchestration is where cost and quality are decided. Reproducible pipelines make analysis predictable and auditable; agentic loops handle the open-ended work; and routing spends a strong model only where it earns its keep — so a local model can carry the rest.