Keyword

harness engineering

Appears in 3 articles·Latest Oct 21, 2026

A production agent module with two rail loops: one feeding escalated cases through human review into a growing stack of memory tiles, the other turning trace segments into a reviewed patch piece that fits back into the agent.

Oct 21, 2026

How Can an AI Agent Improve Its Own Harness in Production?

Learn how two loops, escalation memory and trace-based fixes in LangSmith Engine, help a production agent learn from mistakes while humans stay in control.

harness engineeringLangChain managed deep agentsLangSmith Engine

A funnel with internal filtering gates transforms a scatter of irregular rough blocks into a neat stack of uniform rectangular tiles, illustrating how a spec filters rough intent into precise, verifiable output for AI coding agents.

Sep 22, 2026

How to Write Specs for AI Coding Agents

AI made writing code cheap. Correctness is the expensive part now. Here's how to write specs that actually guide coding agents to build it right.

how to write specifications for AI coding agentsspec-driven developmentAI coding agents

A smooth, opaque spherical module suspended within an intricately detailed, open mechanical chassis representing an AI execution harness.

Aug 24, 2026

What is an AI Harness? The Infrastructure Behind Autonomous Agents Explained

An AI harness is the software around a language model that turns it into an agent. Here's what it does and how open-source servers use it.

what is an ai harnessagent harnessai agent scaffolding