From Script Kiddies to Enterprise AI: Why Java Is Winning the AI Race

🎉 MILESTONE EPISODE! For our 200th episode, we're doing something special - hosting TWO legendary guests: James Ward (AWS) and Josh Long (Spring/Broadcom) to discuss why Java is dominating enterprise AI development.

🚀 BREAKING: Spring AI 2.0.0 was released after we recorded this episode - marking a major milestone for Java AI development!

Why This Matters
While everyone talks about Python for AI, enterprises are quietly building production systems with Java and Spring AI. A recent Azul study shows 62% of surveyed companies are using Java/JVM for their AI solutions - and for good reason.

What You'll Learn
✅ Spring AI 2.0 Deep Dive - More than an LLM wrapper, it's a complete framework with type safety, observability, and enterprise features built-in
✅ Performance Benchmarks - Java MCP SDK delivers 0.835ms latency (vs Python's 26.45ms) and handles 1.5M+ requests/second (vs Python's 280K)
✅ Agent Skills & MCP - How to package and distribute agent capabilities using James Ward's new Skills Jars project
✅ Embable Framework - Goal-oriented and utility-based planners for building reliable agentic systems
✅ AWS Agent Core - Running Spring AI agents on serverless infrastructure with memory, browser support, and code interpreters

Timestamps
0:00 - Welcome & Episode 200 Celebration
2:30 - Why Java for AI? The Enterprise Perspective
8:00 - Spring AI Fundamentals & Architecture
18:00 - Agent Skills Standard & Skills Jars
27:00 - MCP vs Agent Skills: When to Use What
31:00 - Embable Framework for Reliable Agents
37:00 - Performance Benchmarks: Java vs Python
42:00 - AWS Agent Core Integration
49:00 - Getting Started & Resources

Resources
🔗 Spring AI: https://spring.io/projects/spring-ai
🔗 Start Building: https://start.spring.io
🔗 Embable Framework: https://embable.ai
🔗 Skills Jars: https://github.com/jamesward/skills-jars
🔗 Coffee and Software (Josh's Channel): https://youtube.com/@coffeesoftware
🔗 James Ward: https://jamesward.com
🔗 Josh Long: https://joshlong.com

Our Guests
James Ward - Principal Developer Advocate at AWS, typed functional programming advocate, creator of Skills Jars

Josh Long - Spring Developer Advocate at Broadcom, Java Champion, host of "A Bootiful Podcast"

Upcoming Events
📍 Voxxed Days Zurich (late March) - Josh Long

About AWS Developer Podcast

We explore the future of software development through three series: Stories from the Trenches (customer builds), Community Highlights (AWS Heroes & leaders), and Code Forward (industry luminaries). This episode is part of our Code Forward series.

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Видео From Script Kiddies to Enterprise AI: Why Java Is Winning the AI Race канала AWS Developers Podcast