Planner / executor loop
A control model decomposes your goal, selects tools, runs them and iterates until the task is verified — up to 50 reasoning steps per run.
Agentic AI · Tool orchestration · Sandboxed execution
Orchestra separates the reasoning model from the execution environment. The planner decides; disposable sandboxes do the work. Every step is captured, scoped to your account and replayable.
Control plane, tool layer and data layer are separated so an agent can be powerful without being dangerous.
A control model decomposes your goal, selects tools, runs them and iterates until the task is verified — up to 50 reasoning steps per run.
Every snippet the agent writes executes in a fresh, isolated microVM with no access to your database, secrets or network internals.
Code execution and live web retrieval are exposed as typed tools with schema-validated inputs and captured outputs.
The brain is decoupled from the hands. Credentials never leave the server; the sandbox is torn down after each call.
Group runs by project. Every row is scoped to your account by row-level security across the whole stack.
Prompt, model, every tool invocation, duration and final answer are persisted for audit and replay.
Create an account and run your first autonomous task in under a minute.