The article introduces the Compound Engineering framework and the "AI Sandwich" metaphor, arguing that humans should focus on defining problems and polishing final outputs while AI agents execute the middle tasks, and discusses how this division reshapes software engineering roles and the path toward AGI.
This article introduces an AI‑driven workflow that flips the traditional 80% coding / 20% planning model by using the Compound Engineering plugin and Claude Code to perform deep planning first, then automate mechanical coding through agents, boosting efficiency and code quality across multiple development scenarios.
This article analyzes the shortcomings of spec‑driven tools like speckit and openspec in complex enterprise environments, introduces context engineering and compound engineering concepts, and presents a practical AI‑engineered workflow that reduces marginal cost, captures knowledge automatically, and makes AI tools feel invisible to developers.
