airhacks

# How to write maintainable code with LLMs fast

Learn how Large Language Models can help you write better, more maintainable Java code while working faster, leveraging Java's unfair advantage - LLMs learned from Java's open standards (JEPs, JSRs, BCE, javadoc, patterns and idioms), strong typing and clear structure. In this practical workshop, I will show you proven techniques for using LLMs effectively: from writing efficient prompts and creating reusable patterns, through iterative development and testing, to documentation and enterprise maintenance.

• Why Java matters for LLMs
• Hyperproductivity. Minimal hallucinations.
• Effective prompting strategies for maintainabile code
• Simpler code with LLMs
• Cutting dependencies to external libraries and frameworks
• Creating Domain Specific Prompts (DSPs 😊)
• Iterating and capturing the best practices
• CI / CD and git development flow with LLMs
• Capturing architectural rules and best practices
• Modern Java with BCE / ECB
• Writing comprehensive documentation
• Documentation standards for LLMs
• Documentation access and management
• Unit-,Integration- and System Testing with LLMs
• LLM patterns in enterprise projects
• Building maintainable Java applications with and for LLMs
• Agentic workflows with GitHub
• Tools and MCPs integration
• Code modernization and legacy application migration
• Working with Claude Code, Kiro, Brokk and (...)

...(TBD)

• Checkout for details: