289 episodes

Java, Serverless, Clouds, Architecture and Web conversations with Adam Bien

airhacks.fm podcast with adam bien Adam Bien

    • Technology
    • 5.0 • 5 Ratings

Java, Serverless, Clouds, Architecture and Web conversations with Adam Bien

    Pure Java AI

    Pure Java AI

    An airhacks.fm conversation with Dr. Zoran Sevarac (@zsevarac) about:
    Zoran previously on airhacks.fm: "#169 Deep Learning with Modern Java Code",
    discussion about the latest updates and features in DeepNetts,
    a full-stack Java AI platform,
    University of Minnesota's drug testing application using DeepNetts,
    Jefferson Lab's particle research using DeepNetts Community Edition,
    including GPU support for faster inference using jcuda,
    TensorFlow compatibility, and simplified AI integration with JSR-381,
    real-world applications of DeepNetts in drug testing and particle research,
    challenges and considerations for using GPUs in serverless environments,
    the potential of Apple's M-series chips for machine learning,
    exploring Project Babylon and Code Reflection in Java,
    using Panama and jextract for native library bindings,
    the importance of having developer tools and an IDE for building AI models,
    plans for integrating large language models into DeepNetts,
    the advantages of a pure Java solution for AI in enterprise applications,
    and the bright future of Java in the AI ecosystem,
    Deep Nets 3.1.0 release with GPU support
    Dr. Zoran Sevarac on twitter: @zsevarac

    • 51 min
    How OpenRewrite Happened

    How OpenRewrite Happened

    An airhacks.fm conversation with Jonathan Schneider (@jon_k_schneider) about:
    from Pentium 2 machine and a rural high school to becoming a Java refactoring entrepreneur,
    self-taught C++ in high school,
    officer in the U.S. Army and deployed to Iraq and Afghanistan,
    worked on Java projects at an insurance company between deployments,
    joined Netflix to work on engineering tools,
    challenges of migrating Java versions and libraries in a freedom and responsibility culture,
    started the OpenRewrite project at Netflix for automated refactoring and code migration,
    founded the micrometer metrics instrumentation project at Pivotal,
    challenges of introducing automated pull requests in enterprise environments,
    rebooted OpenRewrite while working with Gradle's Hans Dockter,
    founded Moderne to commercialize OpenRewrite for large-scale enterprise refactoring,
    the origin of the Moderne name and its Art Deco roots,
    OpenRewrite's Maven and Gradle plugins for refactoring and styling using a visitor pattern on an enriched AST,
    Moderne's enterprise offering for large-scale refactoring and impact analysis,
    potential integration with large language models and retrieval-augmented generation for code optimization
    Jonathan Schneider on twitter: @jon_k_schneider

    • 1 hr 2 min
    Underscore, Pattern Matching, Java LTS And When Previews Are Stable

    Underscore, Pattern Matching, Java LTS And When Previews Are Stable

    An airhacks.fm conversation with Nicolai Parlog (@nipafx) about:
    Nicolai previously on "#206 Java 19: Millions of Threads in No Time",
    discussion about the underscore feature in Java 22 and its importance in pattern matching,
    using the underscore for unused lambda parameters and deconstruction of records,
    avoiding default branches when switching over sealed types,
    the deprecation and removal of underscore as a regular variable name,
    the foresight of the Java community in making underscore unusable,
    the simplicity of installing Java compared to other languages,
    the need for a minimalistic Java build tool for better developer experience,
    SdkMan,
    the bld tool as an example of a pure Java build tool,
    the process of contributing to OpenJDK and the importance of starting with a problem statement,
    the distinction between Java specifications and implementations,
    the concept of long-term support (LTS) in Java and its relation to vendors,
    the importance of using the right terminology to avoid misunderstandings in the Java ecosystem
    Nicolai Parlog on twitter: @nipafx

    • 1 hr 22 min
    Integrating AI with Java: Quarkus and Langchain4j

    Integrating AI with Java: Quarkus and Langchain4j

    An airhacks.fm conversation with Dimitris Andreadis (@dandreadis) about:
    Dimitris appeared previously on "#64 Quarkus 1.0 and SpringBoot",
    discussion about integrating AI language models (LLMs) with Java applications using quarkus and langchain4j,
    OpenShift AI,
    the benefits of using Quarkus for AI integration,
    Drools and ML,
    the potential of using AI for rule engines and decision making,
    the challenges of handling state and context with LLMs,
    InfiniSpan and vector databases,
    the role of vector stores and embeddings for semantic search,
    the advantages of Java for enterprise applications and maintenance,
    the potential of using AI models natively with GraalVM,
    the importance of tools functionality for LLMs to call Java methods,
    the excitement around AI in the Java community,
    the future trajectory of tighter integration between Java and AI models,
    the potential of using AI for code generation and intelligent developer tooling
    Dimitris Andreadis on twitter: @dandreadis

    • 57 min
    How Linkblog Happened

    How Linkblog Happened

    An airhacks.fm conversation with Erik C. Thauvin (@ethauvin) about:
    early computer experiences with Logo and Tandy Model 3,
    writing horse race handicapping software as a kid,
    working at Apple at 16 writing resource editor for Mac,
    starting consulting firm and building custom software,
    attending Sun Tech Days to learn about Palm Pilot and Java,
    writing linkblog with Tomcat and JSP,
    creating popular linkblog with 8 million monthly views,
    converting projects to Rife and BLD frameworks,
    motivations for writing software he needs,
    Erik's blog: erik.thauvin.net
    Erik C. Thauvin on twitter: @ethauvin

    • 1 hr 12 min
    A Better JNI: Project Panama

    A Better JNI: Project Panama

    An airhacks.fm conversation with Paul Sandoz (@paulsandoz) about:
    Paul previously appeared on "#277 Project Babylon",
    article about Automatic differentiation of Java code using code reflection,
    using Project Babylon for automatic differentiation,
    emulating C# LINQ in Java,
    writing Triton programs in Java for GPU execution,
    using Project Panama for native interoperability with C/C++ libraries,
    JExtract tool for generating Java bindings from C headers,
    memory management with Panama memory segments and arenas,
    advantages of Panama over JNI,
    integrating Java with ONNX models,
    persistent memory and object storage
    Paul Sandoz on twitter: @paulsandoz

    • 1 hr 5 min

Customer Reviews

5.0 out of 5
5 Ratings

5 Ratings

mvelasco07 ,

A must-listen!

Can’t believe an incredibly valuable resource like this podcast is FREE! 🤩
No matter the topic, you’re guaranteed to gain something from Adam and his guests in each episode - can’t recommend airlocks.fm enough!

LennyLMF ,

Awesome show for Java people

If you like Java, you will love this podcast. Perfect mix of technical and people stories. with great guests.

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