Vanilla Java 25, zero dependencies, ~5kB jar, ~60 ms to first request. A "hello, world" AWS Bedrock AgentCore agent 👉 adambien.blog/roller/a_5_4... #java #aws #airhacks

The AWS Java CDK BCE/ECB architectural style is available #aws #awscloud #java #BCE #ECB #BoundaryControlEntity

"From Java Advent to Legionella: Standards, Specs, and LLMs" 👉 an airhacks.fm podcast conversation with Olimpiu Pop is ready to listen: adambien.blog/roller/from_... #java #podcast #airhacks

airhacks.fm podcast

podcast with adam bien

airhacks.fm

Java AWS CDK v2 infrastructure as BCE / ECB business components: the /aws-cdk airails.dev skill. Thin stacks in boundary, construct factories in control, synthesis-based tests 👉 adambien.blog/roller/aws_c... #airails #aws #cdk #ecb #bce #sbce #java

The new aws-cdk skill covers Java AWS CDK v2 infrastructure code organized with BCE: stacks, constructs, and AWS services modelled as business components #BCE #ECB #Java #AWS #CDK

How do you name business components (BCs)? The Essence Method: say what the system does, turn the essential verbs and nouns into components, then drop every name that would fit any other project. Three steps, worked through zb and more 👉 adambien.blog/roller/_h2_h... #airhacks #BCE #ECB #java

Simplest possible installation of the airails.dev skills in any coding agent 👉 adambien.blog/roller/one_z... #airhacks #java #airails #BCE #ECB #SBCE

Java is too popular for MUC Airport 👉 There is only one seat left for the "Architect-Grade Java with LLMs" workshop ...in December 2026 😀. I will try to upgrade the room - stay tuned #airhacks #java

Do LLMs Understand Boundary-Control-Entity (BCE)? Checkout Episode 4 of the free course: "BCE: The Screaming Architecture For Humans and LLMs" #java #bce #ecb #BoundaryControlEntity #airhacks

Removing cross-layer drift is exactly the win. When an agent only has to touch a single boundary/control file, it doesn't get lost in side-effect archaeology or rewrite the world to fix a bug.

Package names as a map of the system is underrated. It also gives agents a smaller search space: if the responsibility is visible at the top level, they spend less time spelunking and more time changing the right thing.

The migrating skills are available now: from migration-advisor assessment through concept extraction and BC carving to characterization-tested replatforming. Three entry paths (rehost, replatform, rearchitect) for moving legacy Java and web systems onto a modern BCE stack. #BCE #airhacks #java

Inside a business component: three sub-packages, always the same names, boundary, control, entity. The maximum is all three, and a component takes only what its responsibility needs. Shown across zsmith, an agent harness 👉 adambien.blog/roller/insid... #airhacks #bce #ecb #java

The business component (BC): a top-level package named after one responsibility, and the unit every system is built from. Reading the package names tells you what the system does. Shown along zb, a real build tool 👉 adambien.blog/roller/the_t... #airhacks #java #BCE

That’s the part I like about it: the boundary is boring enough for both sides to respect. The moment a “feature” leaks across three modules, the agent starts doing archaeology instead of implementation.

"From CloudEvents to Domain Events"--an airhacks.fm podcast conversation with Johan Haleby is ready to listen: adambien.blog/roller/from_... #java #podcast #eventsourcing #cloudevents #cqrs #occurrent #airhacks

airhacks.fm podcast

podcast with adam bien

airhacks.fm

TornadoVM 5.0.0 beacons a very important milestone: Native CUDA support! JIT-compiled Java kernels and native cuBLAS/cuDNN/cuFFT calls now live in the same task graph - same GPU buffers, same CUDA stream, no round-trips between them. #opensource #Java #TornadoVM #GPU #AI 👇

TornadoVM@tornadovm.org · 4w ago

TornadoVM 5.0.0 is CUDA-native. One line of #Java. 74× faster. TornadoVM's Hybrid API drops a native cuBLAS call straight into a TaskGraph - same buffers, same #CUDA stream, zero host round-trips. ⚡ Run with the Hybrid API: bit.ly/4vqL7sq 📖 Full engineering deep dive: bit.ly/44VecBf #AI #GPU

"The structure of a system should reveal its purpose". Episode 1 of my free BCE / ECB course tests Screaming Architecture against the package names of zb, lightmetal, and zsmith: 👉 adambien.blog/roller/screa... #airhacks #BCE #ECB #SoftwareArchitecture #java

I noticed coding agents start `quarkus:dev` on their own and keep it running. The reason is iteration speed: the shorter the loop, the more an agent gets done 👉 adambien.blog/roller/need_... #java #quarkus #airhacks

GitHub recognizes Java 25 Script as 100% shell script #lightweight #java

"Why Coverage Metrics Fail and System Tests Win"--an airhacks.fm podcast conversation with Stanislav Bashkyrtsev is ready to listen: adambien.blog/roller/why_c... #java #podcast #quarkus #testing #cicd #aws #serverless #airhacks

airhacks.fm podcast

podcast with adam bien

airhacks.fm

Today, we had fun with boring, vanilla Web Components, using no external dependencies. Thank you for attending airhacks.live workshop! See you next time! Do you have any questions? We'll see you at the airhacks.tv. #airhacks #WebStandards #WebComponents

zbaseline, a zero-dependency Java 25 CLI, fetches ~1,171 web platform features and renders one markdown / html snapshot with the Google Baseline status of every CSS, HTML and JS feature 👉 adambien.blog/roller/zbase... #WebPlatform #WebStandards #airhacks

This was fun: deleted 20 slides and published "unscripted" instead 👉 github.com/adamBien/uns... to explain HTML+CSS functionality which replaces ...JavaScript: github.com/AdamBien/uns... Prepare your questions and see you tomorrow at airhacks.live #WebStandards #WebComponents #SBCE

GitHub - AdamBien/unscripted: A zero-JavaScript SPA: every page demonstrates one modern HTML or CSS feature that replaces a category of single-page-application JavaScript — popovers, modals, view tran...

A zero-JavaScript SPA: every page demonstrates one modern HTML or CSS feature that replaces a category of single-page-application JavaScript — popovers, modals, view transitions, scroll-driven anim...

github.com

The "LLM-Assisted Web Components". airhacks.live workshop has now sold out. If you would still like to attend, join the waiting list and contact me, or ask questions at the next airhacks.tv livestream: gist.github.com/AdamBien/e58... #WebStandards #WebComponents #airhacks

I forgot to include this in the agenda, but I would also like to discuss / code how we can measure the performance of Web Components continuously. Prepare your questions, and I look forward to seeing you at 'LLM-Assisted Web Components: No Frameworks, No Dependencies" 👉 airhacks.live #airhacks

live virtual workshops with Adam Bien

Online, live virtual workshops: continuous coding, interacting and sharing with Adam Bien. LLM-assisted web components, local and serverless agents, and legacy Java migration.

airhacks.live

Live reload and SPA routing in a single Java 25 file: zws watches your site with WatchService and pushes reloads over server-sent events on virtual threads. No WebSockets, no npm, no build step — Java 25 is the only prerequisite: 👉 adambien.blog/roller/zws_l... #java #WebStandards

BCE/ECB for Web Components: One directory per responsibility, and inside each: the Custom Element is the boundary, the action dispatcher the control, the state slice the entity. "BCE/ECB in the Browser": 👉 adambien.blog/roller/abien... #BCE #WebComponents #airhacks