sf identity display --target-org sfdcmarc.dev Practical writing on Salesforce systems, AI-assisted delivery, and the engineering decisions that survive production.
Browse writingA practical architecture for Slack, Salesforce, and GitHub agent coordination using MCP, A2A, explicit approvals, and verified resolution.
# inspect, test, validate
sf project retrieve start
sf apex run test
sf project deploy validateA practical Salesforce workflow for using source, the CLI, and AI while keeping schema checks, reviews, and user verification intact.
API version 67 changes Apex security defaults, sharing behavior, and SOQL clauses. This migration guide shows what to audit.
My work sits between architecture, hands-on engineering, delivery leadership, and the tooling that makes all three more reliable.