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Ever heard of dynamic meta-compilation?
Truffle uses partial evaluation to turn interpreters into optimized machine code without requiring you to write a compiler.
We’ve added docs explaining how it works. Readable by humans, too: github.com/oracle/graal/blob…
Christian Humer retweeted
Just watched "GraalVM Next'' by @alina_yurenko and @thomaswue
@java/@graalvm teams are cooking something really nice
GraalVM fulfills the Java's prophecy "Write Once, Run Anywhere" with native images and now with faster build times and feedback loops
youtube.com/watch?v=OLQ98Ko4…
Christian Humer retweeted
Missed #IntelliJIDEAConf 2026?
In “Sandboxing AI Agents With GraalVM,” @thomaswue shows how to run AI-generated code in a sandbox with controlled API access.
Watch on YouTube: youtu.be/y8HtFI5JNlE
We used to review patch files of each other back in the day. Sent via email. Now its patch files + host snapshot with UI in a multiplayer chat interface with agents. This is just another flavour of PR. Better integrated, but not so different if you ask me.
Ganz große Klasse!
Ich darf auch dabei sein und informieren.
Wir freuen uns über die vielen Events , die zu unseren Gunsten veranstaltet werden und über die gezeigte Solidarität !
"Jeder Euro zählt für die Forschung " @weandmecfs
Christian Humer retweeted
Replying to @shipilev
Using @GraalVM native image to AOT compile Java base and javac is still giving another 3-4x better numbers. And this without the need for a training run. github.com/thomaswue/crema-s…
I have to admit, I don't feel bad for Adobe. But it is probably coming for the entire industry.
AI is now being used to recreate Adobe’s software, a developer has released seven free, open-source apps as clean-room alternatives to Adobe’s main tools:
- PhotoCraft → Photoshop
- VectorCraft → Illustrator
- FilmCraft → Premiere Pro
- LightCraft → Lightroom
- EffectCraft → After Effects
- DesignCraft → InDesign
- PrintCraft → Acrobat Pro
Built in Rust with help from Claude Opus 5.5, they run on Windows, Linux, and macOS under MIT/Apache licenses without using Adobe’s source code.
Video is online. Worth a watch.
Introducing @Pyronautfw — a high-performance framework for Python, built with Micronaut, GraalVM, and GraalPy!🚀
By @graemerocher and @thomaswue at #Devoxx: youtube.com/watch?v=zo6L7bxn…
Christian Humer retweeted
It's a pity JVMCI was removed from OpenJDK now that Graal CE JIT gets faster than C2. Graal CE 25.4.4 Native Image performance improved significantly. The last missing feature is probably PGO. Shenandoah for NI is coming along nicely too #graalvm @graalvm
github.com/simonis/Renaissan…
May the best abstractions win!
My hot take from chatting to @poteto is that we should use MORE abstractions in the AI age
You can use them (combined with harsh lint rules) to reduce the design space available to the agent and constrain them only to good decisions.
Combined with the fact that high-leverage abstractions let you do more with less code - so, more token efficient.
Plus, unwinding the damage from a bad abstraction is much cheaper with agents.
This runs counter to a lot of folks thinking that agents just want to read the raw code. They can, but they're not maximally efficient that way.
Be braver! Design abstractions.
Christian Humer retweeted
🚀 Introducing Pyronaut: Micronaut for Python, powered by GraalVM.
⚡ 2.6x FastAPI throughput, 6.5x Flask
🔍 Build-time validation — broken queries fail the build, not prod
🗄️ Micronaut Data, Kafka, OpenAPI, MCP tools & more
🔄 Native async/await on Netty
pyronaut.io/2026/10/02/intro…
Christian Humer retweeted
Introducing Pyronaut, a high performance Python framework built on @micronautfw @graalvm and GraalPy! pyronaut.io/2026/10/02/intro… #python #graalvm #jvm #micronaut
Join us at @Devoxx Belgium next week!
Explore what’s new across the GraalVM ecosystem — from Native Image and Python to AI — and bring your questions!
@thomaswue @alina_yurenko @graemerocher @fniephaus
Love collaborating with external security teams to harden the GraalVM Sandbox. Interesting read also.
vusec.net/projects/btr/
If you want to learn more about our sandbox. Continue reading here:
medium.com/graalvm/sandboxin…
Besides the obvious waste of tokens, it is a complete productivity killer to look at your agents like this.
my software factory uses 5-10B tokens a day
24x @DevinAI SWE-2 Max
6x Codex Astra Ultra
2x Claude Code Fable Max
running in @zeddotdev
Christian Humer retweeted
GraalVM 🤝 WebAssembly
Join me at @bedcon in Berlin this Wednesday (Sep 23), where I’ll talk about all the cool #WebAssembly things you can do with @GraalVM.
➡️ bed-con.org/2026/
Christian Humer retweeted
TruffleRuby runs Doom at, 🥁, 662 FPS!
From the talk of @khasinski at #EuRuKo



























