~/talk

The Era of AAP: Ai Augmented Programming using only Java

Talkat Voxxed Days Bucharest 2025 · on Thursday, 2025-03-27· [ai-assisted-development, java]
slides:none on file

Java-only AAP demo shows a JetBrains IDE plugin (DevOps Genie) that runs local Llama 3 Java or cloud models (Claude, Gemini, Anthropic), supports tooling and the new Model Context Protocol (MCP), and already has ~15,000 downloads (≈150/day). A file-system MCP agent inspects a 2.4M-line CFP codebase, finds and patches a real bug within minutes in the demo, using 200k/2M-token contexts and subscription vs API cost tradeoffs ($20/month subscription vs $75/filled Gemini prompt).

AI-written summary · about

  1. 0:00AI augmented programming intro
  2. 3:23AI models and local inference
  3. 11:53Java plugin for local AI
  4. 20:44AI agents and Java tooling
  5. 31:07Agentic patterns with LLMs
  6. 36:04Model Context Protocol in Java
  7. 39:19Live MCP bug fix demo
  8. 43:37Future of AI augmented Java
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