AGENTS / 04

Specialized agents.
Clear responsibilities.

A11-K separates decision-making, operations and evidence so complex execution remains inspectable and controllable.

A11

Decision & orchestration

Turns objectives into explicit plans, selects capabilities and coordinates execution.

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HALO

Operations & delivery

Runs operational workflows, deployment routines, checks and recovery paths.

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ECHO

Evidence & verification

Records material actions, provenance and verification results for inspection.

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OPERATING LOOP

Plan.
Execute.
Verify.

Agent autonomy is bounded by explicit permissions, tool boundaries, validation steps and evidence capture. Irreversible operations require an approval gate.