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Building an agentic SDLC with a QA engineering mindset
In a recent discussion, Suneet Malhotra, Senior Manager of Test Engineering at Motorola Solutions, outlines the framework for building robust agentic Software Development Life Cycle (SDLC) pipelines by integrating Quality Assurance (QA) principles. The conversation addresses the use of multiple large language models (LLMs) to evaluate test automation processes and proposes methodologies for enriching software specifications after the design phase. This approach notably shifts QA responsibilities left in the development lifecycle, enhancing early-stage quality management.
ExperimentConfidence: MediumMid term horizon
Published 18 Aug 2026, 16:35 UTC1 min read
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Summary
TL;DR
- Suneet Malhotra emphasizes the role of QA in SDLC.
- Discussion on the use of LLMs for testing.
- Proposal of a specification enrichment stage post-design.
- Cohen’s kappa is introduced for LLM evaluation.
- User engagement recognized with a Great Question badge.
Interesting facts
- The conversation promotes the integration of QA earlier in the SDLC.
- Cohen’s kappa is employed for multiple LLM assessments.
Coverage gaps
- Details on the full implementation of the discussed methodologies are missing.