A Model Is One Component, Not the Whole Agent
A language model maps context to a prediction or structured proposal. Tools, state, policies, validation, and control flow turn model calls into a bounded agent system.
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AI Agent Graph Engineering
Graph Engineering for AI Agents
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In this situation—using a calculator instead of guessing a medication-cost total—which choice best applies “A Tool Changes What an Agent Can Do”?
Observation and Action Are Different
The Environment Sets External Reality
Tool Interfaces Are Typed Boundaries
In this situation—asking a study helper to explain fractions without giving away the final answer—which choice best applies “Instructions Constrain Behavior”?
Prompts Are Versioned Node Inputs
Learn After
Related
In this situation—using a calculator instead of guessing a medication-cost total—which choice best applies “A Tool Changes What an Agent Can Do”?
Observation and Action Are Different
The Environment Sets External Reality
Tool Interfaces Are Typed Boundaries
In this situation—asking a study helper to explain fractions without giving away the final answer—which choice best applies “Instructions Constrain Behavior”?
Prompts Are Versioned Node Inputs