adam bien's blog

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REST is about manipulating resources with well-defined HTTP methods (GET, POST, PUT, DELETE) while gRPC is just remote method invocation, Quarkus request-scoped beans are faster than in traditional Java EE due to lack of reflection, Java is 35x faster than Python making it better for AI inference and production, serverless architecture provides cost benefits by paying only for actual usage, RAG (Retrieval Augmented Generation) can be implemented in Quarkus with predefined pipelines, Neo4j works well with LLMs due to its graph structure matching semantic relationships, document categorization with AI can be implemented by passing document chunks to embedding models and using vector databases, Java is getting better with each version with Java 24 being particularly strong, event-driven architecture works well for AI applications by chaining asynchronous operations

See you every first Monday of the month at https://airhacks.tv 8pm CET (UTC+1:00). Show is also announced at: meetup.com/airhacks.

Are you nice? :-) Then checkout: the airhacks discord server

"Treating LLMs as microservices with APIs for enterprise integration, Java is excellent for model inference and production deployment, Enterprise applications benefit from LLMs as decision support tools rather than decision makers, Langchain4j gaining adoption in the Quarkus enterprise space, Java developers and Python developers form distinct groups with different priorities, Future trend toward smaller dedicated models through model distillation, Java's vector API can be as fast as modest GPUs in some cases, Local LLM inference possible with Java at 10 tokens per second, Java 24 released with gatherers and FFM API, Java One conference was well-organized with great content and networking, JavaLand conference focused on community with keynote about 30 years of Java, Centralized logging now standard in cloud environments, Application-scoped services preferred in serverless architectures, Generic utility packages should be avoided for better cohesion, Preference for JSON-P over JSON-B for better versioning capabilities, Synchronous communication preferred over queuing when possible, Vaadin making a comeback with web components support"

See you every first Monday of the month at https://airhacks.tv 8pm CET (UTC+1:00). Show is also announced at: meetup.com/airhacks.

Are you nice? :-) Then checkout: the airhacks discord server

1. A more straightforward explanation of the difference between gRPC and REST regarding query APIs
2. Performance of RequestScoped on Quarkus. What about missing EJB features?
3. What are some interesting applications of AI Agents and automation using Java/Quarkus?
4. How can one effectively integrate AI Agents and automation with Quarkus?
5. What advice do you have for someone new to AI Agents and automation who wants to work with Java/Quarkus?
6. How does Quarkus compare to Low-/No-Code interfaces for AI Agents and automation?
7. What are the benefits of integrating AI into the correspondence exchange system?
8. How will AI be used to read, summarise, and categorise documents in the system?
9. What are the challenges of using a local LLM for document processing?
10. How does the system ensure cost-effectiveness by using a local LLM?
11. Time travel, topics from the 34th episode:

    The state of microprofile.io, Motivation for StatusTest, Java EE -- feedback from JUGs, Micro, Swarms and co. the possible killer use case., SPA and JAX-RS. One or multiple projects?, Files filtering and Java FX, REST architecture in 5 mins, Should we keep SOAP?, Personal opinions on article: "Oracle finally targets Java non-payers", CDI with transactions, When should we start to worry about performance?, How we can communicate multiple microservices without share their DTO's?, A lean way to inject properties with Java EE., Java EE vs. Spring, Is it possible to put HTML5 application after the .war has been compiled?, Future of NetBeans, Non blocking IO vs. JDBC, Java EE and scalability, How to connect SPAs with backend efficiently, Java EE vs. Spring Cloud -- how to deal with non functional requirements, Can we start threads in a @Singleton?

Any questions left? Ask now: gist.github.com/AdamBien/df41e421a58f9f8ef0963733f6019725 and get the answers at the next airhacks.tv. Some questions are also answered with a short video: 60 seconds or less with Java

Ask questions during the show via twitter mentioning me: https://twitter.com/AdamBien (@AdamBien),using the hashtag: #airhacks or built-in chat at: airhacks.tv. You can join the Q&A session live each first Monday of month, 8 P.M at airhacks.tv

Subscribe to airhacks.fm podcast via: spotify| iTunes| RSS

Subscribe to airhacks.fm podcast via: spotify| iTunes| RSS

• Android Studio
• Aptana Studio
• Arachnoid
• Atom
• BBEdit
• BEA WebLogic Workshop
• BlueJ
• Borland JBuilder
• Brief
• Cloud9 IDE
• Codeanywhere
• Code::Blocks
• CodeWarrior
• Codenvy
• CodeLite
• CodeMix
• CodeRunner
• ConTEXT
• Crimson Editor
• DrJava
• Eclipse
• Eclipse Che
• EditPlus
• Emacs
• Ensime
• Geany
• Gedit
• Gitpod
• Greenfoot
• IBM Rational Application Developer
• IntelliJ IDEA
• JCreator
• JDEE (Java Development Environment for Emacs)
• jEdit
• jGRASP
• jMonkeyEngine SDK
• NetBeans
• Notepad++
• Oracle JDeveloper
• Processing
• PSPad
• SciTE
• SciTools Understand
• Spring Tool Suite (STS)
• Sublime Text
• SmartGit
• TextMate
• TextPad
• Together
• UltraEdit
• Vim
• Visual Studio
• Visual Studio Code
• Xcode
• XEmacs
• Zeus
• Microsoft Visual J++ (Historical)
• Symantec Visual Café (Historical)
• IBM VisualAge for Java (Historical)
• Sun Java Studio Creator (Historical)
• Sun Java Workshop (Historical)
• Sun Java Studio Enterprise (Historical)
• Forté for Java (Historical)
• Borland JBuilder (Historical)
• SuperCede (Historical)
• CodeWright (Historical)

Subscribe to airhacks.fm podcast via: spotify| iTunes| RSS

• Apache Tomcat
• Apache TomEE
• Apache Geronimo
• Apache JServ
• Eclipse Jetty
• WildFly (JBoss AS)
• JBoss Enterprise Application Platform
• IBM WebSphere Application Server
• IBM WebSphere Application Server Community Edition
• Oracle WebLogic Server
• GlassFish
• Payara Server
• OW2 JOnAS
• Apache MINA
• Netty
• Borland Enterprise Server
• Adobe ColdFusion
• Lucee (Railo)
• Oracle OC4J
• Orion Application Server
• Caucho Resin
• SAP NetWeaver Application Server
• TmaxSoft JEUS
• Fujitsu Interstage
• Hitachi Cosminexus
• ATG Dynamo Application Server
• SilverStream Application Server
• Sybase EAServer
• iPlanet Application Server
• Sun Java System Application Server (Sun ONE)
• Netscape Application Server
• NetDynamics Application Server
• JBoss Undertow
• Spring Boot
• Dropwizard
• Eclipse Vert.x
• Micronaut
• Oracle Helidon
• KumuluzEE
• Open Liberty
• Thorntail (WildFly Swarm)
• Enhydra Server
• NEC WebOTX Application Server
• Persistence PowerTier
• Secant ModelMethods
• TradeCity Rexip AppServer
• Trifork Application Server
• HHPN XLiRAD
• Interactive Business EAS
• New Atlanta ServletExec
• Gefion LiteWebServer
• Red Hat Quarkus
• Sun Java Web Server
• Jeeves
• GemStone/J (GemStone Application Server)
• Blazix
• IronFlare Orion Server
• Pramati Server
• WebGain Application Server
• BEA Tuxedo (Java-enabled)
• JetSpeed
• WebObjects
• Jo! Application Server
• Dynamo Application Server
• Simple Web Server (SWS)
• Winstone Servlet Container
• nanoHTTPD
• TJWS (Tiny Java Web Server)
• Undertow.io
• Grizzly HTTP Server
• Restlet Server
• Akka HTTP
• Play Framework
• Ninja Framework
• Spark Java
• Ratpack
• Jooby
• Jodd Madvoc
• Vert.x-Web
• Pippo
• Struts2 embedded server
• RestExpress
• JLHTTP
• Simple Framework
• Virgo Server
• Piranha Cloud
• Siwpas (Simple Web Profile Application Server)
• Tengah

The list is also available at: java-archives

1. JavaOne report
2. JavaLand report
3. What stage are people at wrt writing GenAI applications in Java, or integrating AI use cases into their existing Java apps. Are they learning, prototyping, developing, using in production ?
4. Are you seeing an increase in activity in Langchain4J adoption recently to solve the use cases that might have defaulted to being written in Python?
5. Any interesting use cases you can share on GenAI applications in Java being worked on in the wild?
6. 100 episodes back in time:

   Java EE 8 news, Managing logs in central location, About layering: @ApplicationScoped for services?, Why I created an ExceptionFactory--a long time ago., Util packages and classes, Modal windows in JavaFX and background threads, Managing JDBC drivers in Docker, How to run a DB in a container?, To share or not to share a DB, Managing private docker images, DTOs vs JSON-P for partial data transfer, Microservices: queuing choices -- JMS or not, Rolling updates with Java EE and docker, Dealing with bloat: lombok, IDE or what?

   33rd airhacks.tv questions

Any questions left? Ask now: gist.github.com/AdamBien/13fff4f53cf668c9cdfe87ff551bf61a and get the answers at the next airhacks.tv. Some questions are also answered with a short video: 60 seconds or less with Java

Ask questions during the show via twitter mentioning me: https://twitter.com/AdamBien (@AdamBien),using the hashtag: #airhacks or built-in chat at: airhacks.tv. You can join the Q&A session live each first Monday of month, 8 P.M at airhacks.tv

Subscribe to airhacks.fm podcast via: spotify| iTunes| RSS

Subscribe to airhacks.fm podcast via: spotify| iTunes| RSS

1. Convenient and nice location: all sessions were in one building - there was enough time to walk between sessions, have a hallway conversation ...and get a coffee.
2. Speaking of coffee, the standard coffee was good and much better than in the hotel. And great Italian speciality coffees were served by passionate San Francisco baristas. I had my first Cortado at JavaOne.
3. Excellent presentations by core Java/Oracle engineers. They were well prepared with great content. Talking to (former) Oracle engineers / Java committers has always been my main motivation for attending JavaOne.
4. Good (great?) food, (too) good local biscuits. Always plenty of drinks and coffee.
5. Great attention to detail: useful gifts, nice stickers, JavaOne branded seat cushions, Java coasters, JavaOne signposts, badge flags and posters.
6. Good party venues: the food was good, the venues were nice, and it was easy to make conversation.
7. JavaOne was also better attended than expected.
8. Perfect organisation: from the badge to the schedule to the conference app, everything worked perfectly.

I was surprised by the quality of the conference and started asking attendees about their experiences. The answers were all positive.

The most surprising fact was that the majority of people were attending JavaOne for the first time. I asked during my presentation - more than 70% had never been to JavaOne before.

It is hard to find anything that could be improved, other than the size of the rooms. The rooms were either too big or too small. There was a lack of medium sized rooms. I also missed the evening BoF sessions, but my schedule was already packed.

In the event that my proposal is accepted - see you again in the year 2026

Subscribe to airhacks.fm podcast via: spotify| iTunes| RSS

Subscribe to airhacks.fm podcast via: spotify| iTunes| RSS

1. This is the way: Serverless First With Java on AWS[online event]
   Riyadh Java User Group session 10 March 2025
   https://www.meetup.com/riyadh-java-users-group/events/306402206/
2. JavaOne: Real World Lean Java Practices, Patterns, Hacks, and Workarounds [SES1112]
   session JavaOne Redwood Shores March 2025
   https://reg.rf.oracle.com/flow/oracle/javaone25/catalog/page/catalog/session/1724613775255001Kvpl
3. JavaLand: Keynote: 30 Jahre Java - Hypes, Akronyme, Buzzwords und Paradigmen
   keynote JavaLand Nurburgring 1 April 2025
   https://meine.doag.org/events/javaland/2025/agenda/#agendaId.5162
4. JavaLand: No Dependencies: Pure Java AI/LLM Integration
   session JavaLand Nurburgring 1 April 2025
   https://meine.doag.org/events/javaland/2025/agenda/#agendaId.5166
5. Tech Lounge: The Future is Now: Building Enterprise Java Applications in the Cloud
   session / workshop Tech Lounge Eschborn (Frankfurt) 29 April 2025
   https://forms.office.com/pages/responsepage.aspx?id=LtyZSkJhG0aV1ug5tZLPwHD3ibL2cEBNnINczQc_L_NUQ1lHOTJVQk1VVDM4ODJLME9BWVgyWkVIQi4u&route=shorturl
6. JAX: The Best of Java Shorts Show: 100 Snippets in 45 Minutes
   session JAX Mainz 6 May 2025
   https://jax.de/serverside-enterprise-java/automatisierung-java-shell-script/
7. JAX: Pure Java Enterprise AI / LLM Integration Patterns, Hacks und Workarounds
   session JAX Mainz 6 May 2025
   https://jax.de/core-java-jvm-languages/java-enterprise-ai-llm-integration-patterns/
8. geecon: The Best of Java Shorts Show: 100 Snippets in 45 Minutes
   session geecon Krakow May 2025
   https://2025.geecon.org/speakers/info.html?id=972
9. LLM / GenAI Patterns, Architectures and Use Cases with Java[online event]
   airhacks.live workshop 10 July 2025
   https://airhacks.live
10. Hardcore Serverless Java on AWS[online event]
    airhacks.live workshop 17 July 2025
    https://airhacks.live
11. airhacks.tv Questions and Answers #livestream[online event]
    live streaming show first monday of the month, 8pm CET
    https://www.meetup.com/airhacks/

Subscribe to airhacks.fm podcast via: spotify| iTunes| RSS

" J2EE to Quarkus migration can save around 50% memory for on-premise deployments, EJBs are straightforward to migrate but MDBs with two-phase commit are challenging, Change Data Capture like Debezium is an elegant solution for transaction handling, Running JFR all the time in production is a best practice for on-premise deployments, CryoStat provides visualization for JFR events in OpenShift, Quarkus binary executables work well for AWS Lambda but require managing your own runtime, Using AWS-managed Corretto runtime is advantageous for security patching, Application Load Balancer can route to both Fargate and Lambda behind the same URI, Function URL is the cheapest way to run Lambda but HTTP API Gateway provides nicer URIs, Monolithic applications are still valuable when well-structured, Modern Java with records can make JDBC more appealing than ORMs for complex queries, Cloud provider migration is less about Java code and more about mapping equivalent services, System testing should be done by deploying applications to production-like environments and testing them functionally."

...is ready to watch:

See you every first Monday of the month at https://airhacks.tv 8pm CET (UTC+1:00). Show is also announced at: meetup.com/airhacks.

Any questions left? Ask now: gist.github.com/AdamBien/728f7aac35f434b6c0a87d192e61f73d

1. How should I handle MDBs (Message-Driven Beans) and two-phase commits when migrating Java EE applications to Quarkus while minimizing code rewrites?
2. Is it advisable to keep Java Flight Recording (JFR) running continuously in production for capturing data when a pod crashes?
3. What are the best practices for effectively using Java Flight Recording in an OpenShift cluster environment?
4. Is deploying a Quarkus binary executable as a custom runtime for AWS Lambda better than using a container image?
5. How can a Lambda function be used to offload work from Kubernetes/locally hosted Quarkus services during peak demand?
6. 100 episodes back in time:

   Monolithic Java EE?, UI (servlet,JSP) vs. EJB / CDI authentication, JDBC vs. ORMs, implementing a WebService on a JVM vs. on an application server, Docker host resolution and staging, Launching docker images in production, Multiple server instances vs. multiple docker containers, Solr vs. ElasticSearch, Docker RAM limits vs. JVM maxheap, How to learn Java EE and Java, The Purpose of ejb-jar.xml, gRPC and microservices, Handling security patches with Docker, UriInfo with proxies, Approaches to secure JAX-RS services

Any questions left? Ask now: gist.github.com/AdamBien/13fff4f53cf668c9cdfe87ff551bf61a and get the answers at the next airhacks.tv. Some questions are also answered with a short video: 60 seconds or less with Java

Ask questions during the show via twitter mentioning me: https://twitter.com/AdamBien (@AdamBien),using the hashtag: #airhacks or built-in chat at: airhacks.tv. You can join the Q&A session live each first Monday of month, 8 P.M at airhacks.tv

Subscribe to airhacks.fm podcast via: spotify| iTunes| RSS

Subscribe to airhacks.fm podcast via: spotify| iTunes| RSS

Subscribe to airhacks.fm podcast via: spotify| iTunes| RSS

"AWS Lambda authorizers for API Gateway, sealed interfaces in Java, caching strategies and considerations, focus on integration and end-to-end testing over unit testing, writing simple and readable Java code, iterating quickly on projects, differences between Quarkus and Spring, similarities between Java EE/Jakarta EE and Spring development, using vanilla JavaScript effectively, reflections on Java technology evolution over the years"

...is ready to watch:

See you every first Monday of the month at https://airhacks.tv 8pm CET (UTC+1:00). Show is also announced at: meetup.com/airhacks.

Any questions left? Ask now: gist.github.com/AdamBien/13fff4f53cf668c9cdfe87ff551bf61a

This session is about practical, no-nonsense coding. We'll explore lean Java 21+ practices and patterns that eliminate bloat and hacks that increase productivity. We will start with structuring and organizing backend monoliths and microservices, cover testing, then move on to decoupling, abstractions, Data Oriented Programming, automation with pure Java and the impact of LLM assistants on design and code structure.