{"type": "article", "title": "Beyond CI/CD: Building Agentic Validation and Inspection Layers with LangGraph, MCP, and A2A", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/beyond-ci-cd-building-agentic-validation-and-inspection-layers-with-langgraph", "original_source": "https://dev.to/nikhil_ramank_152ca48266/beyond-cicd-building-agentic-validation-and-inspection-layers-with-langgraph-mcp-and-a2a-30f0", "published": "2026-07-23T15:08:20+00:00", "accessed": "2026-07-23", "id": "beyond-ci-cd-building-agentic-validation-and-inspection-layers-with-langgraph"}