Permission-first planning
Choose its runtime, data, actions, credentials, retention, and approval policy. The builder calculates key and backend requirements locally.
Local blueprint builder
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After export
Choose a model route. Local for small supported tasks; cloud for larger or shared workloads.
Implement least privilege. Request only the tools and data named in the contract.
Add approval gates. External and irreversible actions need clear confirmation and audit records.
Test failure modes. Validate with representative inputs before exposing the agent to real work.