Building an agentic SDLC with a QA engineering mindset
Ryan and Suneet Malhotra discuss creating agentic SDLC pipelines with MCPs, using Cohen’s kappa for LLM evaluation, and enhancing requirements by shifting QA left post-design phase.
MAIN POINTS
- Suneet Malhotra is a Senior Manager at Motorola Solutions.
- Discussion on building end-to-end agentic SDLC pipelines using MCPs.
- Evaluating multiple LLMs-as-judges with Cohen’s kappa.
- Improving requirements by shifting QA left through specification enrichment post-design.
TAKEAWAYS
- Agentic SDLC pipelines can be enhanced using MCPs for better integration.
- Cohen’s kappa is a valuable tool for evaluating LLMs in decision-making roles.
- Shifting QA left can significantly improve requirement accuracy and efficiency.
- Specification enrichment immediately after the design phase is crucial for quality assurance.