Vibe – a language for humans and AI to reason about programs together
Scheme macros for AI transparency when most languages hide compiler magic.
AI-built programming language for explainable, long-lived human and AI software projects.
AI-built language with runnable self-hosting sketches, but human+AI benefits remain unclear.
Programming language enthusiasts, AI tooling researchers, experimental developers
Carbon · Gleam · Roc
Scheme macros for AI transparency when most languages hide compiler magic.
The README actually lays down concrete design choices: four cell types (Transformer, Reactor, Keeper, Channel), a Universal Contract with Intent Ledgers, and Merkle-based signatures plus a constitutional validator. Interesting on paper, but the repo looks embryonic — the quickstart is truncated, there are no releases or demos, and the bold architectural claims outpace the visible implementation.
Non-deterministic compilation via LLM — every natural language programming attempt has failed for decades.
Type-level SI units catch physics errors at compile time before runtime.
Prefix notation language that cuts LLM token usage by 70% compared to Python or C.
Safety-first language with explicit Stop-The-World GC and no inheritance — ambitious constraints.