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pithycyborg/README.md

PithyCyborg

High-signal code. Zero-dependency systems. Careful engineering.

PithyCyborg is a collection of focused engineering experiments. No hype, no bloat. Just sharp implementations across the stack.

The Manifesto

  • Logic over Layers: Minimal abstraction. If the logic isn't visible, it's a liability.
  • Standard Lib First: Dependencies are technical debt. We prefer the standard library.
  • Mechanical Sympathy: Code written with respect for the hardware it runs on.

Featured Repositories

Project Stack Core Concept
elite-rust Rust Zero-alloc systems, Lock-free data structures, SIMD.
elite-java Java GraalVM Native Image, Project Loom, Cache-locality.
elite-python Python Zero-dependency CHIP-8, pure-stdlib CLI architecture.
elite-prompts LLM Deterministic prompt frameworks for production RAG.

Technical Insights

I distill systems engineering and AI workflows into a high-signal newsletter. No fluff, just the implementation details.

👉 PithyCyborg.com

Connection

MIT License

Popular repositories Loading

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    PithyCyborg is a home for elite Python scripts, sharp AI prompts, and practical experiments in Java and Rust. Built for engineers who like concise, high-signal tools. Follow the free newsletter for…

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    Standalone Python tools. Zero dependencies. One-command execution. CHIP-8 emulator, AI risk checkers, prompt generators. Pure stdlib. Linux/macOS/Windows. MIT License.

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  3. elite-prompts elite-prompts Public

    Production-grade prompt frameworks for frontier LLMs. Structured: Context → Constraints → Output Schema → Examples. Newsletter-tested on GPT, Claude, Grok, Gemini. Deterministic results. JSON/MD. D…

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    Zero-allocation systems experiments. Nightly features. Production patterns. No-alloc parsers, lock-free queues, SIMD JSON, custom async. Minimal deps (≤4 lines Cargo.toml). Inline benchmarks vs Py…

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  5. elite-java elite-java Public

    High-throughput systems. Zero-allocation patterns. Virtual thread mastery. Mechanical sympathy, custom JIT-friendly collections, lock-free concurrency. Project Loom, SIMD via Vector API, Aeron-styl…

    Java