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AI agent management layered: Project harness and delivery harness proposed

The author proposes a two-layer system for managing AI agents, moving beyond the basic "project harness." The inner layer, the project harness, defines how an agent writes code within a specific repository, focusing on style and format. An outer "delivery harness" is introduced to manage tasks at a higher level, handling the backlog, defining work contracts, tracking status, and integrating human oversight for scaling operations. AI

IMPACT Proposes a structured approach to scaling AI agent workflows beyond basic task execution.

RANK_REASON The item is an opinion piece discussing a conceptual framework for AI agent management, not a release or research.

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AI agent management layered: Project harness and delivery harness proposed

COVERAGE [1]

  1. Towards AI TIER_1 English(EN) · Ian Johnson ·

    The Org Harness

    <p>I had a CLAUDE.md that told the agent how to write Laravel migrations. It said which column types we prefer, when to use a foreign key constraint, how to name the file, how to write the down step. It was a good CLAUDE.md. It said nothing about how a migration becomes work to d…