This product was not featured by Product Hunt yet. It will not be visible on their landing page and won't be ranked (cannot win product of the day regardless of upvotes).
Product upvotes vs the next 3
Waiting for data. Loading
Product comments vs the next 3
Waiting for data. Loading
Product upvote speed vs the next 3
Waiting for data. Loading
Product upvotes and comments
Waiting for data. Loading
Product vs the next 3
Loading
Jda Programming Language
A systems language bootstrapped from assembly that beats C
Jda is a systems language built from scratch — zero C, zero Rust, zero Python. Bootstrapped from raw x86-64 assembly, self-hosted, compiles itself. Beats C on LZ77 by 6.6×, sudoku by 1.5×, regex by 1.9× — running via Rosetta 2 x86-64 on Apple Silicon. 43ms compile time (33× faster than Rust). No GC. Green threads + channels. Tensors, autograd, AVX-512/CUDA/ROCm. 117 stdlib packages. 388 tests passing. https://jdalang.org
Hey Product Hunt! 👋
I'm Jai, the creator of Jda.
Jda started as a question: can you build a real systems language with zero
external dependencies — no C, no Rust, no Python anywhere in the toolchain?
The answer turned out to be yes. The compiler is bootstrapped from raw x86-64
assembly, written entirely in Jda, and compiles itself to a byte-identical binary.
The result that surprised me most: on LZ77 compression, Jda runs 6.6× faster
than C and 7.9× faster than Rust — while running via Rosetta 2 x86-64 on Apple
Silicon. Not even native ARM64 yet. Two compiler optimizations do the work:
MOD→AND strength reduction (eliminates every IDIV in the inner loop) and LICM
(hoists the first-byte filter out of the match scan). C, Rust, and Go all keep
the slower form.
What's in v1.1.0:
→ macOS native backend (jda build --macos)
→ Self-hosted compiler — 388 conformance tests passing
→ 117 stdlib packages
→ Green threads + channels (no GC)
→ Tensors, autograd, neural networks with AVX-512/CUDA/ROCm
→ Full-stack web framework (Jda Forge)
→ 43ms compile time — 33× faster than Rust
I'd love to hear:
- What's missing before you'd try it?
- What feels wrong about the language design?
- What benchmark would you want to see next?
Install: curl -sSf https://jdalang.org/install.sh | sh
GitHub: https://github.com/jdalang/jda-lang
Thanks for checking it out 🙏
About Jda Programming Language on Product Hunt
“A systems language bootstrapped from assembly that beats C”
Jda Programming Language was submitted on Product Hunt and earned 3 upvotes and 1 comments, placing #143 on the daily leaderboard. Jda is a systems language built from scratch — zero C, zero Rust, zero Python. Bootstrapped from raw x86-64 assembly, self-hosted, compiles itself. Beats C on LZ77 by 6.6×, sudoku by 1.5×, regex by 1.9× — running via Rosetta 2 x86-64 on Apple Silicon. 43ms compile time (33× faster than Rust). No GC. Green threads + channels. Tensors, autograd, AVX-512/CUDA/ROCm. 117 stdlib packages. 388 tests passing. https://jdalang.org
On the analytics side, Jda Programming Language competes within Open Source, Artificial Intelligence, GitHub and Development Language — topics that collectively have 580.4k followers on Product Hunt. The dashboard above tracks how Jda Programming Language performed against the three products that launched closest to it on the same day.
Who hunted Jda Programming Language?
Jda Programming Language was hunted by JAI LALAWAT. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of Jda Programming Language including community comment highlights and product details, visit the product overview.
JAI LALAWAT