147th airhacks tv: Local LLMs, LightMetal, ZSmith Agents, AI Rails, Saving Tokens

The 2026.06 / 147th edition of airhacks.tv with the following topics: "Reflection and annotations: less needed at runtime as infrastructure becomes less dynamic, but annotations still valuable for type-safe metadata that LLMs can consume, AI token maxing and code quality: degraded LLM performance on chaotic codebases versus well-structured J2EE applications, building a career in Java with focus on…