Unverified50% confidenceConceptExact time

The composition of an Agent can be broken down into four underlying elements: context, model, prompt, and tools/harness; these four elements multiplied together and then multiplied by software engineering capability form the leverage formula of Agentic Engineering.

1

Sources

50%

Confidence

Long-term

Relevance

10/30/2026

First Seen

Sources

From In-the-Loop to Out-of-the-Loop: The Next Leap in AI Agent Architecture

Related Entities

contextconcept modelconcept promptconcept tools/harnessconcept Agentic Engineeringconcept

Related Claims

VerifiedThe universal formula for building an agent is to fill in five things: role, goal, tools, rules, and output format.79% similar UnverifiedIn the Agent context, a Harness refers to the execution shell that wraps the large model, responsible for prompt assembly, tool-call parsing, loop control, context trimming, and so on, and is decoupled from the model itself.76% similar

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