The Agentic Architect: Orchestrating the Next-Gen Dev Workflow

Modern software development is undergoing a fundamental shift toward high-reasoning models and autonomous agents. This course provides a technical roadmap for transitioning from basic chat-based prompting to a fully orchestrated development workflow. We analyze the capabilities of Claude 3.5 Sonnet, focusing on how Artifacts and prompt caching allow for high-speed iteration on complex logic and front-end components. The curriculum explores the architecture of autonomous agents like Devin and OpenHands, explaining the planning loops and human-in-the-loop checkpoints required to manage them effectively. You will also learn to use generation-first tools like v0 and Bolt.new to bridge the gap between design and functional code. The second half of the course focuses on integration and reliability within the development lifecycle. We examine AI-native IDEs such as Cursor and Windsurf, demonstrating how codebase indexing and "Composer" modes enable a faster flow state. We then move into multi-agent orchestration using frameworks like LangGraph and CrewAI, where specialized models collaborate through manager-worker patterns. To maintain production standards, the course covers rigorous evaluation methods and "Evals" using tools like LangSmith to test non-deterministic outputs. By the end of these sessions, you will have a blueprint for building a personal AI factory, shifting your role from a manual coder to a system architect who orchestrates autonomous toolchains.