From Context Engineering to AI Agent Harnesses

An episode of the Build Wiz AI Show podcast, hosted by Build Wiz AI, titled "From Context Engineering to AI Agent Harnesses" was published on November 14, 2025 and runs 13 minutes.

November 14, 2025 ·13m · Build Wiz AI Show

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Summary

Lance Martin of Langchain will discuss the shift in AI from model training to orchestrating powerful LLMs and computing primitives via a new software discipline. Discover practical context engineering techniques—including managing context rot, reduction, offloading, and isolation—and building effective agent harnesses for managing tool calls in non-deterministic systems. This session emphasizes that simplicity and observability remain vital, requiring builders to continuously rearchitect due to exponentially improving foundation models.

Episode Description

Lance Martin of Langchain will discuss the shift in AI from model training to orchestrating powerful LLMs and computing primitives via a new software discipline. Discover practical context engineering techniques—including managing context rot, reduction, offloading, and isolation—and building effective agent harnesses for managing tool calls in non-deterministic systems. This session emphasizes that simplicity and observability remain vital, requiring builders to continuously rearchitect due to exponentially improving foundation models.

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