An agent-like system continues toward a goal through state, steps, tools, and bounded action.
Plan for this page
Understand how several ideas, decisions, and tools connect around this subject.
You will leave with
Orient with two quick answers; understand through the agents path; see the chatbot–workflow–agent comparison; try Build an AI System and Agent Control Room; use permission review; examine reliability and security evidence; go deeper through technical courses; connect tools, state, oversight, observability, and recovery.
Time
10–35 min, depending on the depth you choose
Before you begin
No prerequisite. Use this page as a map, not a list to finish.
Do this now
Read why the subject matters, then choose one structuring idea.
The move from answering to acting changes permissions, failure reach, monitoring, approval, and recovery.
Structuring ideas
What to hold together
classify observable behavior, not marketingseparate goal, plan, state, memory, tool, and actionbound authority by data, action, time, environment, and consequenceincrease evidence and recovery as autonomy grows
Orient, understand, and see
Start by distinguishing one-turn conversation from goal-directed continuation. The path develops goals, plans, tools, state, memory, permissions, failure, review, and recovery.A system diagram shows where the model ends and interfaces, scoped access, data stores, approvals, logs, and external effects begin.
Try and use
Build an AI System lets learners add components and see capability and risk emerge; Agent Control Room changes permissions and approval thresholds.Permission Review produces a concrete inventory of read, write, send, spend, duration, recipient, environment, reversal, and owner.
Examine, go deeper, and connect
Examination compares definitions, repeated-task evidence, security, failure accumulation, and product claims without treating demos as deployment proof.Technical study then connects agent concepts to tools, interfaces, observability, human oversight, incidents, and recovery.
Interactive model
Separate the model from the surrounding system
Selected layerGoal
An agent is easier to evaluate when its planning, permissions, actions, observations, and recovery are made visible.
Read the complete text alternative
GoalAn agent is easier to evaluate when its planning, permissions, actions, observations, and recovery are made visible.
PlanAn agent is easier to evaluate when its planning, permissions, actions, observations, and recovery are made visible.
Tools and permissionsAn agent is easier to evaluate when its planning, permissions, actions, observations, and recovery are made visible.
ActionAn agent is easier to evaluate when its planning, permissions, actions, observations, and recovery are made visible.
ObservationAn agent is easier to evaluate when its planning, permissions, actions, observations, and recovery are made visible.
Human checkpointAn agent is easier to evaluate when its planning, permissions, actions, observations, and recovery are made visible.
RecoveryAn agent is easier to evaluate when its planning, permissions, actions, observations, and recovery are made visible.
Connected objects
Move from orientation to action
Choose a next step by what you need now. Every item remains available; the groups are only wayfinding.
Understand
Start with a short answer that defines the immediate question.
inAi