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Phobos

A tiny scale-free kernel language with tile-DAG support

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HN · launched Jul 7, 2026 · 11 upvotes (top 42%) · 0 views

Niche: programming languages and interpreters · 161 launches, 2 in the last 7 days ▼ -75% · Explore this niche →

Category and tags

  • Horizontal
  • Dev tools
  • Developer
  • Not AI
  • Hobby / open-source project

Visit website ↗ Source listing ↗

Could you build this?

No Designing a compiler and kernel language that lowers to PTX for NVIDIA GPUs and manages tile DAGs requires deep domain expertise in compiler construction, MLIR/LLVM, and GPU hardware architectures.

What it would actually take: The architecture entails an MLIR-based compiler pipeline targeting NVIDIA PTX, featuring custom memory tile scheduling, distributed DAG orchestration, and hardware-specific shared memory/register optimizations. Building this requires specialized expertise in low-level GPU programming (CUDA, PTX), compiler internals (MLIR, LLVM), and high-performance numerical computing.

Discussion

2 comments analyzed.

Concerns raised: Unvalidated at scale - only single-GPU numbers tested, Unclear how thousands of GPUs are actually coordinated and controlled, Scalability architecture not proven in practice

Competitors

Other products that read as similar to this one : 3417 launches clear the similarity bar, closest 8 shown.

Attention rank: #1475 of 3418 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 250 days after the earliest competitor.

The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.