airhacks

The interactive live Q & A show with Adam Bien (adam-bien.com) about cloud, architectures, serverless, web && Java. Every first Monday of the month, at 8 p.m. CET (UTC+1:00), except this one.

Checkout past episodes: https://airhacks.tv

Ask now:

https://gist.github.com/AdamBien/c15cc2ca8533d980525a0fb790105b4a

Dive into Java and cloud-native development. Get real-time answers to your questions, explore best practices,
and stay up-to-date with the latest trends in enterprise / serverless / cloud / web Java development.

# 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: