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/3847c0daefff70904c1e8589fd8f5c27

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.

Join the discord server: https://discord.gg/airhacks
- Adam Bien on LinkedIn: https://www.linkedin.com/in/adam-bien
- github: https://github.com/AdamBien
- online workshops: https://airhacks.live
- Adam Bien's official website: https://adambien.blog/
- YouTube channel: https://www.youtube.com/user/bienadam
- Adam Bien @BlueSky: https://bsky.app/profile/adambien.blog

# Best Practices, patterns and standards with Java, LLMs and Agents

• Why Java matters for LLMs
• Hyperproductivity. Minimal hallucinations.
• CI / CD and git development flow with LLMs
• Capturing architectural rules and best practices
• Modern Java with BCE / ECB
• Documentation and 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
• Simpler code with LLMs
• Prompts, Tools and MCPs
• Agentic workflows with GitHub
• Legacy application modernisation

...(TBD)

• Checkout for details:

https://workshops.adam-bien.com/effective-llm-java.htm

# Architecting Applications with MCP, A2A and AI Agents

• Combining LLMs, MCPs and A2A protocol for enterprise applications
• Model Context Protocol (MCP)
• Agent to Agent Communication
• Legacy application modernisation
• Implementing Agentic Workflows
• ...(TBD)

Checkout for details:

https://workshops.adam-bien.com/mcp-a2a-agent-architectures.htm