Source: https://www.aihero.dev/cohorts/claude-code-for-real-engineers-2026-04
I was looking at the landing page for Matt Pocock's recent course, "Claude Code for Real Engineers," which wrapped up its spring cohort a few weeks ago. The $795 curriculum focuses on integrating the Claude Code CLI into actual production workflows. What caught my attention is the underlying philosophy. The page argues that instead of replacing fundamentals, "the better the tools get, the wider the gulf gets between vibe coders and real engineers." We are moving past the novelty of generating simple scripts and having to confront how to manage context windows and system architecture without turning a codebase into a huge ball of mud. Pocock notes that developers typically fail with AI by falling into one of two extremes: they either "delegate everything" or "delegate nothing." His middle ground requires intentional system design. The most surprising part of the syllabus for me was something called the "Ralph Wiggum" loop. It is a specific pattern for letting an agent autonomously pull from a GitHub issue backlog and build entire features while the developer steps away. I missed the March and April runs, but the framing resonates. The job is shifting from typing lines of code to anticipating problems and managing autonomous agents.