Engineering | ReshapeX

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# Engineering

How we build the knowledge grounding layer and the tool harness behind it: architecture notes from the team.

## Engineering

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![Harness is the Architecture: How We Rebuilt Industrial AI Agents from the Ground Up](/_next/image?url=%2Fimages%2Fblog%2Fmanifesto-harness%2F01-langflow-era.png&w=3840&q=75&dpl=dpl_BWcy8QYobHcRVBMRgxygzmCBxMD6)

EngineeringJune 25, 20262 min read

### Harness is the Architecture: How We Rebuilt Industrial AI Agents from the Ground Up

Industrial AI agents fail not because the models are weak but because the architecture (the harness) around them is. Here is how we rebuilt that harness.

Juan P. Mejia, Mateo Builes, Oscar Navarrete, Jhon Pinto, Samuel Castaño, Carlos Vanegas







](/en/engineering/harness-is-the-architecture)

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