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Modernizing J2V8 - Technical Debt, Tooling Upgrades, and Cross-Platform Chaos

Posted on:November 12, 2025

Over the past two weeks I tackled a long-overdue project: bringing J2V8, a Java/JNI bridge to Google’s V8 JavaScript engine, into 2025. What began as “let me update V8” very quickly turned into an archaeological dig through build tools, Docker images, NDK revisions, Python 2 fossils, cross-compilation hacks, missing symbols, Android bugs, and a decade of platform drift.

One of the main drivers for this work was a new platform reality: modern Android devices now ship with 16KB memory pages, and native libraries built for the legacy 4KB page size simply won’t load. J2V8’s existing binaries were fundamentally incompatible with new hardware. Supporting the newer V8, updated NDKs, and modern tooling was the only sustainable path forward.

This post is a summary of that work: what changed, why it was necessary, and what future maintainers might want to know before venturing into the J2V8 build system.


Why This Needed to Happen

J2V8 is used in JVM-based environments where developers want a lightweight, embeddable JavaScript engine without spinning up Node.js or Graal. But the project’s build system was showing its age:

If you tried running the previous J2V8 binaries on a 2025 Android device? They simply failed with dlopen errors because the ELF sections were built assuming 4K pages.

After years of minor patches, it was time to modernize the stack.


Key Improvements and Updates

Below is a breakdown of the major themes and changes, grouped for readability.


1. Bringing the Build System Into the Modern Era

Python 3 Compatibility

The entire J2V8 build system relied on Python 2. Over time, this caused failures on any modern system. The full migration required:

This was foundational to getting anything else to work.

Updating Core Tools

A sweeping set of upgrades:

This eliminated dozens of hidden incompatibilities and gave J2V8 a future-proof toolchain.


2. Modernizing Architecture & Platform Support

macOS aarch64 Support

Apple Silicon required explicit architecture selection and matching:

This was essential to build J2V8 natively on Apple hardware.

Android: arm64-v8a and 16K Page Size Compatibility

This is where the most impactful change happened.

Modern Android devices—especially those shipped with Android 14+—use 16KB memory pages at the kernel level. Native libraries built for 4KB-page ELF alignment will not load on these devices.

To fix this:

This is the single biggest end-user compatibility improvement in the entire effort.


3. Cross-Compilation Improvements

Cross-building V8 is notoriously tricky, especially under Docker on Apple Silicon. Fixes included:

These changes made the build much more deterministic across macOS, Linux, and CI.


4. Fixing Android’s Missing stdio Symbols

Android’s Bionic libc defines stdout, stderr, and stdin as macros, not symbols, causing the V8 build to fail at link time. To solve this:

This unblocked a class of Android-only link failures and made the V8 build portable again.


5. Cleaning Up the Linker Hell

Different platforms require different linker behavior. Fixes included:

Linking V8 is always a bit of a dance, this made the choreography less error-prone.


6. Packaging Improvements & Multi-Architecture AARs

To simplify distribution:

This enables building final artifacts without re-compiling all ABIs.


7. Test Suite + Inspector Updates

New V8 versions broke several tests and API assumptions. Fixes included:

All of this unblocked the test suite on modern JVMs.


8. New Examples & Documentation

To make the project more accessible:

This reduces the barrier to entry for new developers.


The Hard Parts

Almost all the difficulty came from:

1. V8’s constantly shifting API + toolchain assumptions

V8 evolves fast. Projects embedding it… usually don’t.

2. Android’s libc macros

Bionic continues to surprise.

3. Cross-compiling under Docker

Apple Silicon + Android NDK + V8 + Docker = fun.

4. Gradle’s API changes across a decade

Going from Gradle 3 → 8 is like jumping across eras.

5. Fixing things without rewriting the entire build system

Each fix exposed the next layer of tech debt.

But now everything builds on up-to-date stacks, with modern compilers, modern JVMs, and current Android tooling.


What’s Next?

Some possible follow-ups:

For now, though, J2V8 is alive again, with a clean, modern build toolchain.


Final Thoughts

This work was deep, unglamorous infrastructure engineering: updating compilers, patching toolchains, fixing missing symbols, modernizing scripts, and making cross-platform builds actually work.

But the result is a much healthier, future-proof J2V8 that now works cleanly on:

If you’re integrating Java and JavaScript in performance-sensitive environments, J2V8 remains a powerful tool and now it’s ready for 2025.