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Foundations of Systemic Vibe Coding

From Ad-Hoc Prompts to Infrastructure

Anatomy of a Reusable Framework

Standardization and Governance Protocols

Designing Scalable Frameworks

Creating the Abstraction Layer

Logic Chaining and Context Management

🎮 Riddle Game: System Architecture Challenge

Autonomous Builders and Deployment

Building the Builder: Meta-Prompts

Scalable Deployment and Maintenance

Quiz: System Mastery

Quiz: Infrastructure Fundamentals

Quiz: Standardization Protocols

Quiz: Abstraction and Interfaces

Quiz: Logic and Chaining

Quiz: Meta-Prompts and Deployment

Course Feedback

Survey: Course Evaluation

Mastering Antigravity: Building Scalable Vibe Coding Infrastructure is a practitioner’s guide to transforming ad-hoc prompt tinkering into resilient, team-ready systems. If you’ve ever stitched together clever prompts that worked once, only to break when scale, teammates, or new data arrived, this course turns that fragility into a durable advantage. You’ll learn how to design reusable frameworks, enforce governance, and build abstraction layers that empower non-technical stakeholders—while preserving precision, safety, and speed. We’ll move from first principles to hands-on architecture: atomic prompt components, dynamic injection, standardization, version control, and documentation-as-code. You’ll chain logic across workflows, manage context windows through summarization checkpoints, and add conditional control to handle edge cases automatically. You’ll also build meta-prompts that generate other prompts and scaffolds, introduce feedback loops for self-improvement, and plan deployments that update safely across projects without dependency breakage. By the end, you’ll treat Antigravity not just as a tool, but as the backbone of your internal software architecture—predictable, modular, and scalable. Ideal for teams adopting LLM-driven operations, this course equips you to reduce maintenance overhead, detect drift early, and continuously deliver reliable AI-powered outcomes.

Course 1 (initial): Mastering Antigravity: Building Scalable Vibe Coding Infrastructure

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            <p>The transition from isolated, manual prompt engineering to a robust, systemic infrastructure represents the next frontier for technical leads and consultants aiming to leverage generative AI at scale. Mastering Antigravity requires a fundamental shift in perspective: moving away from ad-hoc interactions toward a centralized backbone for internal software architecture. By analyzing current workflow bottlenecks and defining the core principles of "Vibe Coding" within team-based environments, organizations can transform individual creative sparks into predictable, automated systems. This evolution necessitates the deconstruction of complex prompts into atomic, reusable components, ensuring that the underlying logic remains modular, stable, and capable of handling dynamic data injection across diverse enterprise use cases.</p>

<p>Beyond basic implementation, building a scalable vibe coding infrastructure demands a sophisticated approach to abstraction and governance. This curriculum explores the creation of advanced abstraction layers that shield end-users from underlying complexity, allowing non-technical team members to execute high-level workflows through intuitive interfaces. We will delve into the mechanics of logic chaining and context management, architecting multi-step sequences that overcome context window limitations through intelligent summarization and recursive reasoning. Furthermore, the course addresses the deployment of autonomous "meta-prompts"—systems designed to build other systems—while establishing rigorous version control and monitoring protocols to prevent performance drift. For the power user, this represents a comprehensive roadmap for designing, deploying, and maintaining self-improving systems that redefine the boundaries of modern software development.</p>
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