# Building Trust in AI DevOps: Validating the Harness Knowledge Graph

DevFeed: [Building Trust in AI DevOps: Validating the Harness Knowledge Graph](<https://devfeed.tech/articles/building-trust-in-ai-devops-validating-the-harness-knowledge-graph-13374.md>)

Original publisher: [Read original article](<https://www.harness.io/blog/building-trust-in-our-knowledge-graph>)

Author: Vikram Sahu

Published: 2026-08-31T18:37:00Z

Content type: article

Language: en

Sources: [Harness Blog](<https://devfeed.tech/sources/harness-blog.md>)

Topics: [DevOps](<https://devfeed.tech/topics/devops.md>), [Testing](<https://devfeed.tech/topics/testing.md>), [Graphs](<https://devfeed.tech/topics/graphs.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Software](<https://devfeed.tech/topics/software.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [ai-evals](<https://devfeed.tech/tags/ai-evals.md>), [api](<https://devfeed.tech/tags/api.md>), [automated](<https://devfeed.tech/tags/automated.md>), [data](<https://devfeed.tech/tags/data.md>), [devops](<https://devfeed.tech/tags/devops.md>), [evals](<https://devfeed.tech/tags/evals.md>), [graph](<https://devfeed.tech/tags/graph.md>), [knowledge-graph](<https://devfeed.tech/tags/knowledge-graph.md>), [lifecycle](<https://devfeed.tech/tags/lifecycle.md>), [operational](<https://devfeed.tech/tags/operational.md>), [other](<https://devfeed.tech/tags/other.md>), [pipeline](<https://devfeed.tech/tags/pipeline.md>), [schema](<https://devfeed.tech/tags/schema.md>), [sdlc](<https://devfeed.tech/tags/sdlc.md>), [security](<https://devfeed.tech/tags/security.md>), [services](<https://devfeed.tech/tags/services.md>), [software](<https://devfeed.tech/tags/software.md>), [software-delivery](<https://devfeed.tech/tags/software-delivery.md>), [validation](<https://devfeed.tech/tags/validation.md>)

## AI overview

This article explains how Harness validates answers from its SDLC Knowledge Graph. Its multi-layered approach combines AI evaluations, schema traversal, API checks, direct product verification, production data, and shift-left testing to improve reliability.

## Source excerpt

Discover our multi-layered validation approach combining AI evals to ensure reliable AI-powered software delivery insights. | Blog