TornadoInsight 2.1.0 is out 🌪️
New (experimental): #AI turns a plain #Java method into a #TornadoVM kernel, then runs it on your #GPU and checks it against the original.
Black-Scholes on an Apple M4 Pro: 25× faster than Java.
@intellijidea.com
plugins.jetbrains.com/plugin/23309-tornadoinsight
New (experimental): #AI turns a plain #Java method into a #TornadoVM kernel, then runs it on your #GPU and checks it against the original.
Black-Scholes on an Apple M4 Pro: 25× faster than Java.
@intellijidea.com
plugins.jetbrains.com/plugin/23309-tornadoinsight
November 2, 2026 at 10:01 AM
TornadoInsight 2.1.0 is out 🌪️
New (experimental): #AI turns a plain #Java method into a #TornadoVM kernel, then runs it on your #GPU and checks it against the original.
Black-Scholes on an Apple M4 Pro: 25× faster than Java.
@intellijidea.com
plugins.jetbrains.com/plugin/23309-tornadoinsight
New (experimental): #AI turns a plain #Java method into a #TornadoVM kernel, then runs it on your #GPU and checks it against the original.
Black-Scholes on an Apple M4 Pro: 25× faster than Java.
@intellijidea.com
plugins.jetbrains.com/plugin/23309-tornadoinsight
The goal behind the new feature of #TornadoInsight shipped in 2.1.0, is to use LLMs to transform plain #Java methods into #GPU-accelerated @tornadovm.org tasks, all without leaving @intellijidea.com. And every kernel is verified against the original method before you accept it.
TornadoInsight 2.1.0 is out 🌪️
New (experimental): #AI turns a plain #Java method into a #TornadoVM kernel, then runs it on your #GPU and checks it against the original.
Black-Scholes on an Apple M4 Pro: 25× faster than Java.
@intellijidea.com
plugins.jetbrains.com/plugin/23309-tornadoinsight
New (experimental): #AI turns a plain #Java method into a #TornadoVM kernel, then runs it on your #GPU and checks it against the original.
Black-Scholes on an Apple M4 Pro: 25× faster than Java.
@intellijidea.com
plugins.jetbrains.com/plugin/23309-tornadoinsight
November 2, 2026 at 10:16 AM
The goal behind the new feature of #TornadoInsight shipped in 2.1.0, is to use LLMs to transform plain #Java methods into #GPU-accelerated @tornadovm.org tasks, all without leaving @intellijidea.com. And every kernel is verified against the original method before you accept it.
Our colleague from @manchester.ac.uk, @stratika.bsky.social presented their work on #TornadoInsight, a plugin for @intellijidea.com that provides static and dynamic of #Java classes that use the #TornadoVM API!
#horizoneurope #opensource
#horizoneurope #opensource
October 14, 2025 at 10:08 AM
Our colleague from @manchester.ac.uk, @stratika.bsky.social presented their work on #TornadoInsight, a plugin for @intellijidea.com that provides static and dynamic of #Java classes that use the #TornadoVM API!
#horizoneurope #opensource
#horizoneurope #opensource
🧩 #MPLR2025: #TornadoInsight - #IntelliJ plugin for #TornadoVM.
Detects incompatible #Java constructs & offers instant feedback for accelerator programming.
📄 zenodo.org/records/1695...
Repository: github.com/beehive-lab/...
JetBrains Marketplace: plugins.jetbrains.com/plugin/23309...
Detects incompatible #Java constructs & offers instant feedback for accelerator programming.
📄 zenodo.org/records/1695...
Repository: github.com/beehive-lab/...
JetBrains Marketplace: plugins.jetbrains.com/plugin/23309...
Dynamic and Static Code Analysis for Java Programs on Heterogeneous Hardware
The increasing prevalence of heterogeneous computing systems, incorporating accelerators like GPUs, has spurred the development of advanced frameworks to bring high performance capabilities to managed...
zenodo.org
October 10, 2025 at 11:24 AM
🧩 #MPLR2025: #TornadoInsight - #IntelliJ plugin for #TornadoVM.
Detects incompatible #Java constructs & offers instant feedback for accelerator programming.
📄 zenodo.org/records/1695...
Repository: github.com/beehive-lab/...
JetBrains Marketplace: plugins.jetbrains.com/plugin/23309...
Detects incompatible #Java constructs & offers instant feedback for accelerator programming.
📄 zenodo.org/records/1695...
Repository: github.com/beehive-lab/...
JetBrains Marketplace: plugins.jetbrains.com/plugin/23309...
New Blog Post
How to configure TornadoInsight v1.4.2 and use it with TornadoVM SDK v2.0+
✅ Setup steps
✅ Runtime + performance insights
✅ Tested on Linux/macOS/Windows
👉 www.tornadovm.org/post/tornado...
#opensource #TornadoVM #Java #GPU @intellijidea.com
@aero-project.eu
How to configure TornadoInsight v1.4.2 and use it with TornadoVM SDK v2.0+
✅ Setup steps
✅ Runtime + performance insights
✅ Tested on Linux/macOS/Windows
👉 www.tornadovm.org/post/tornado...
#opensource #TornadoVM #Java #GPU @intellijidea.com
@aero-project.eu
TornadoInsight - Compatibility with TornadoVM SDK 2.0+ & Configuration Guide
This blog updates the previously published TornadoInsight configuration guidelines and explains how to configure the required environment variable to ensure that TornadoInsight correctly detects the T...
www.tornadovm.org
December 23, 2025 at 10:15 AM
New Blog Post
How to configure TornadoInsight v1.4.2 and use it with TornadoVM SDK v2.0+
✅ Setup steps
✅ Runtime + performance insights
✅ Tested on Linux/macOS/Windows
👉 www.tornadovm.org/post/tornado...
#opensource #TornadoVM #Java #GPU @intellijidea.com
@aero-project.eu
How to configure TornadoInsight v1.4.2 and use it with TornadoVM SDK v2.0+
✅ Setup steps
✅ Runtime + performance insights
✅ Tested on Linux/macOS/Windows
👉 www.tornadovm.org/post/tornado...
#opensource #TornadoVM #Java #GPU @intellijidea.com
@aero-project.eu
Last week I presented at #MPLR2025 our work on #TornadoInsight - an #opensource tool for static & dynamic analysis of #Java code using #TornadoVM on #GPUs.
The presentation is on YouTube:
🎥 Talk: youtube.com/live/sJZtDHw...
The tool is available on GitHub & JetBrains Marketplace!
The presentation is on YouTube:
🎥 Talk: youtube.com/live/sJZtDHw...
The tool is available on GitHub & JetBrains Marketplace!
[ICFP/SPLASH'25] Peony SE - MPLR (Oct 14th)
YouTube video by ACM SIGPLAN
youtube.com
October 21, 2025 at 11:44 AM
Last week I presented at #MPLR2025 our work on #TornadoInsight - an #opensource tool for static & dynamic analysis of #Java code using #TornadoVM on #GPUs.
The presentation is on YouTube:
🎥 Talk: youtube.com/live/sJZtDHw...
The tool is available on GitHub & JetBrains Marketplace!
The presentation is on YouTube:
🎥 Talk: youtube.com/live/sJZtDHw...
The tool is available on GitHub & JetBrains Marketplace!
Yesterday at the #TornadoVM deep dive, we presented #TornadoInsight - an #opensource IntelliJ plugin that helps devs learn the TornadoVM API via static analysis & dynamic inspection.
Extended in the P2Code project and coming to #MPLR2025 next week!
#Devoxx
youtu.be/WNQ5ylMs4Ok?...
Extended in the P2Code project and coming to #MPLR2025 next week!
#Devoxx
youtu.be/WNQ5ylMs4Ok?...
TornadoVM Deep Dive: Empowering Java Developers with GPU Acceleration by Thanos Stratikopoulos, Ch
YouTube video by Devoxx
youtu.be
October 7, 2025 at 9:07 AM
Yesterday at the #TornadoVM deep dive, we presented #TornadoInsight - an #opensource IntelliJ plugin that helps devs learn the TornadoVM API via static analysis & dynamic inspection.
Extended in the P2Code project and coming to #MPLR2025 next week!
#Devoxx
youtu.be/WNQ5ylMs4Ok?...
Extended in the P2Code project and coming to #MPLR2025 next week!
#Devoxx
youtu.be/WNQ5ylMs4Ok?...
TornadoInsight v1.2.5 is out!
Now fully compatible with #IntelliJ 2024.3.5!
Ready to supercharge #Java development on #GPUs with #TornadoVM.
🔗 JetBrains Marketplace: plugins.jetbrains.com/plugin/23309...
🔗 GitHub: github.com/beehive-lab/...
This work has been developed in the P2Code project.
Now fully compatible with #IntelliJ 2024.3.5!
Ready to supercharge #Java development on #GPUs with #TornadoVM.
🔗 JetBrains Marketplace: plugins.jetbrains.com/plugin/23309...
🔗 GitHub: github.com/beehive-lab/...
This work has been developed in the P2Code project.
April 11, 2025 at 4:57 PM
TornadoInsight v1.2.5 is out!
Now fully compatible with #IntelliJ 2024.3.5!
Ready to supercharge #Java development on #GPUs with #TornadoVM.
🔗 JetBrains Marketplace: plugins.jetbrains.com/plugin/23309...
🔗 GitHub: github.com/beehive-lab/...
This work has been developed in the P2Code project.
Now fully compatible with #IntelliJ 2024.3.5!
Ready to supercharge #Java development on #GPUs with #TornadoVM.
🔗 JetBrains Marketplace: plugins.jetbrains.com/plugin/23309...
🔗 GitHub: github.com/beehive-lab/...
This work has been developed in the P2Code project.