Connected Intelligence: MCP-Powered DevOps with AI Context Hub

Ankita Sharma

Ankita Sharma introduces the Agentia Context Hub (formerly Copado AI Platform), detailing how it unifies fragmented project knowledge using the Model Context Protocol (MCP) to ground AI agents in specific Salesforce org metadata, business logic, and CI/CD data. She explains the platform's four-layer architecture—consisting of out-of-the-box knowledge, custom workspace documents, shared prompt libraries, and live system integrations—to ensure AI outputs are production-ready. Sharma demonstrates how these purpose-built DevOps agents automate tasks like generating org-aware test classes, creating developer-ready user stories, and performing natural language PR reviews via GitHub and Jira integrations.