Vibe Coding Prompt Engineering Training in Bangkok, Thailand

This course provides a practical and human-centered approach to Prompt Engineering using Vibecoding principles. Participants learn how to design clear, effective, and emotionally aligned prompts that improve collaboration with AI systems. The course balances conceptual understanding with hands-on practice, enabling learners to apply prompting techniques across creative, technical, and analytical domains.

Foundations of Prompt Engineering & Vibecoding

Introduction to Prompt Engineering & Vibecoding

• What prompt engineering really is (beyond commands)
• Evolution of human–AI interaction
• Core Vibecoding principles
• Intentionality
• Clarity & simplicity
• Emotional tone
• Context awareness
• Co-creation mindset
• How “vibe” influences model behavior
• Common misconceptions and pitfalls

How Large Language Models Process Prompts

• High-level view of LLMs and pattern completion
• Tokens, probabilities, and context windows
• Instruction hierarchy (system, developer, user)
• Creativity vs control (temperature, constraints)
• Common failure modes
• Ambiguity
• Over-specification
• Hallucinations

Core Prompt Structures & Patterns

• Prompt anatomy
• Role
• Task
• Context
• Constraints
• Output format
• Zero-shot vs few-shot prompting
• Declarative, instructional, and conversational prompts
• Prompt templates and checklists
• Balancing structure with creative flow

Tone, Emotion & Persona Control

• Tone steering techniques
• Persona and role prompting
• Audience-aware prompting
• Creative vs analytical modes
• Emotional alignment in AI responses
• Vibecoding for storytelling, teaching, and explanation

Advanced Prompting & Real-World Vibecoding

Context Engineering & Information Design

• Managing short-term and long-term context
• Progressive disclosure strategies
• Context compression and summarization
• Using examples, references, and documents
• Avoiding context overload

Iterative Prompting & Feedback Loops

• Prompt refinement cycles
• Asking the model to critique or improve its output
• Meta-prompts and self-correction
• Debugging prompts systematically
• Knowing when to restart vs iterate

Vibecoding for Practical Use Cases

• Software development and debugging
• Content creation and marketing
• Data analysis and reasoning tasks
• Learning, tutoring, and explanation
• Product ideation and brainstorming
• Ethical considerations and bias awareness

Prompt Systems & Reusable Frameworks

• Designing reusable prompt templates
• Modular and layered prompts
• Guardrails and constraints
• Prompt libraries and versioning
• Human-in-the-loop workflows

End-to-End Vibecoding Exercise

• Designing a multi-step prompt or workflow
• Defining intent, vibe, and structure
• Peer review and iteration
• Discussion and refinement

Course Wrap-Up & Next Steps

• Core principles recap
• Personal vibecoding checklist
• Recommended tools and resources
• Next steps for continued practice