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AI Agents

2026

An abstract depiction of an AI agent interacting with various enterprise systems, illustrating a robust runtime framework (harness) that ensures secure and reliable modification of business states through permission validation, state management, and fault recovery.

When AI Agents Begin Modifying Business State: The Need for a Runtime Framework Beyond the Model

31 August 2026·3659 words·18 mins

In a dark conceptual illustration, a robotic hand and a human hand operate controls linked to a gear system traversed by teal and amber paths.

Do Enterprises Really Need AI Agents? When to Let Models Decide the Next Step

29 August 2026·Updated: 30 August 2026·8821 words·18 mins

A visual metaphor depicting a powerful, untamed wild horse representing large language models (LLMs), being guided and controlled by an intricate harness system. The harness components, labeled as 'constraints,' 'guidance,' 'verification,' and 'correction,' symbolize the engineering framework that brings reliability and control to AI deployments, transforming raw power into directed, productive capability for real-world tasks.

No More 'Playing It By Ear': Why Harness Engineering is Becoming Key to AI Production Deployment?

4 June 2026·1416 words·7 mins