@thompsonson Potential updated version to include Acceptance Criteria:

Agent Design Process

Environment Analysis

Environment Specification: Specify the task environment using the PEAS framework (Performance measure, Environment, Actuators, Sensors)
Environment Analysis: Determine the properties of the Task Environment (observable, deterministic, static, discrete, single/multi-agent)

Architecture Selection

Agent Function: Define the ideal behaviour - what the agent ought to do - in abstract terms (mathematical mapping from percept sequences to actions)
Agent Type Selection: Choose appropriate agent architecture (simple reflex, model-based, etc.) capable of implementing the agent function
Acceptance Criteria (ATDD): Define testable observable behaviors using Given-When-Then format based on agent function and type constraints

Implementation Considerations

Agent Program: Implement the chosen architecture within physical constraints (compute availability, performance vs cost, etc.)