About the Corporate Vibe Coding Training
A 2-day AI-assisted development program for software teams
Vibe Coding Training focuses on helping software teams use generative AI tools in their development processes in a controlled, efficient way that meets their organization’s standards. The program covers where and how to use AI support, from planning a development task to code generation, and from testing to code review.
Participants learn how large language models work at a basic level, token and context management, modern AI coding tools, and AI-assisted testing and refactoring methods. The training also covers data security, verification of generated code, cost tracking, and usage rules that can be applied across the team.
Teams looking for a program specific to Cursor can explore the AI-Native Software Development with Cursor Training, and teams focused on agentic development from the terminal can explore the Agentic Software Development with Claude Code Training.
Key learning outcomes
- Learn the approach to building an enterprise AI-assisted software development model
- Understand how to prepare a standard AI usage guide for teams
- Learn the approach to building prompt templates and a prompt library
- Use AI tools in testing, debugging, and refactoring workflows
- Define metrics for tracking token consumption and AI usage costs
- Evaluate AI-generated code for quality, security, and data privacy
Vibe Coding Training Outline
Day 1: Fundamentals and the Modern AI Coding Ecosystem
AI and LLM Fundamentals
- Generative AI and Large Language Model (LLM) concepts
- A high-level look at how LLMs work
- Token, context window, and embedding concepts
- Hallucination and reliability limitations
- Differences between RAG and fine-tuning approaches
- Setting realistic expectations for AI-assisted software development
Token Usage and Context Management
- Breaking tasks into small, manageable pieces
- Avoiding unnecessarily long prompts
- Managing context through summarization
- Creating prompt templates and a team prompt library
- Defining metrics for token consumption and cost tracking
Modern AI Coding Tools
- Cursor: Agent Mode, project context management, refactoring, and diff analysis
- Claude Code: Terminal-based AI-assisted development and working with extended context
- Antigravity: Repository-level analysis and architecture exploration scenarios
- VS Code and LLM integrations: Copilot and agent-based development approaches
- Hands-on practice comparing the use cases of the tools
Day 2: Advanced Usage and Enterprise Adoption
AI for Testing, Refactoring, and Debugging
- Generating unit tests and edge case scenarios with AI support
- Refactoring and Clean Code approaches
- Evaluating performance optimization scenarios
- AI-assisted error analysis and root cause investigation
- Verifying suggested changes through testing and code review
Security and Enterprise Compliance
- Verifying AI-generated code
- Reviewing potential security vulnerabilities
- Personally identifiable information (PII) and enterprise data security
- Evaluating on-premise and cloud-based model usage strategies
- Logging and audit trail approach
Team-Based AI Usage Model
- Drafting an enterprise AI Coding Policy
- Preparing a prompt guide for the team
- Using AI support in code review processes
- AI-assisted analysis in sprint planning
- Working approach for an AI-assisted development team
Who Should Attend This Corporate Training?
Vibe Coding Training is suitable for software developers, technical leads, software architects, test engineers, and managers of development teams. Teams that want to build a shared approach to how AI coding tools will be used within the organization can also consider this training.
Prerequisites
Participants are recommended to have a basic level of software development knowledge.
Training Duration and Format
The training lasts 2 days and is delivered live online or in person. To get information about your organization’s team structure and training needs, you can contact BlueMark Academy.
Frequently Asked Questions About the Corporate Vibe Coding Training
How many days does the Vibe Coding Training last?
Vibe Coding Training lasts 2 days and is delivered live online or in person.
Is software knowledge required to attend the Vibe Coding Training?
Participants are recommended to have a basic level of software development knowledge. The training focuses on using AI tools in software development processes.
Which AI coding tools are covered in the training?
The program covers Cursor, Claude Code, Antigravity, and LLM integrations used with VS Code. Use cases of the tools in different development tasks are examined.
Does the Vibe Coding Training cover prompt and token management?
Yes. The training covers breaking tasks into pieces, creating prompt templates, managing context, and defining metrics for token consumption and cost tracking.
Does the training cover testing and code quality processes?
Yes. It covers preparing unit tests and edge case scenarios with AI support, refactoring, Clean Code, performance optimization, and error analysis.
Is enterprise data security covered in the training?
Yes. The program covers protecting personal and enterprise data, verifying generated code, reviewing security vulnerabilities, model usage strategies, and the audit trail approach.
Will the training help our organization create an AI usage policy?
The program includes methods for drafting an AI Coding Policy and preparing a prompt guide for the team. It also covers how AI support can be included in code review and sprint planning processes.
How can we get information about the corporate Vibe Coding Training?
To get information about your organization’s training needs, program scope, and scheduling, you can contact BlueMark Academy.