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:electron:
writing prompts
:electron:
writing prompts
78 followers · 103 following

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Achievement: Pull Sharkx4Achievement: Pair Extraordinairex4Achievement: StarstruckAchievement: YOLOAchievement: Quickdraw

Achievements

Achievement: Pull Sharkx4Achievement: Pair Extraordinairex4Achievement: StarstruckAchievement: YOLOAchievement: Quickdraw

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gianlucamazza/README.md

Gianluca Mazza

I take LLM systems into production: state, recovery, eval, cost. The first step is a written production readiness review, with no code changes → gianlucamazza.it/en/services

Proof

  • mklang: a declarative language for LLM-driven state machines. Gates decide, checkpoints resume, and the experiment pages publish their negative results.
  • orka: Rust agent orchestration. One priority queue takes requests from many channels into traced LLM workflows.
  • emotional-memory: a memory layer for LLMs with reproducible benchmarks (DOI 10.5281/zenodo.19972258); results outside the regime where it helps are reported.
  • openfatture: open-source FatturaPA e-invoicing for Italian freelancers, CLI-first.

gianlucamazza.it · info@gianlucamazza.it · LinkedIn · X

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  1. emotional-memory emotional-memory Public

    Affect-aware episodic memory for LLM agents, based on Affective Field Theory (AFT). Python library, beta. Recall ranks by meaning plus valence, arousal and mood. It is not a general RAG replacement…

    Python 8

  2. xllama xllama Public

    Local LLM inference on Xbox Series S in Developer Mode: llama.cpp (GGUF) + ONNX Runtime GenAI, an OpenAI-compatible LAN endpoint (off by default), SD-Turbo image generation and experimental on-devi…

    C++ 75 9

  3. openfatture openfatture Public

    Open-source electronic invoicing (FatturaPA) for Italian freelancers, CLI-first.

    Python 2 2

  4. mklang mklang Public

    A declarative language for LLM-driven state machines - the .mkl document is the program, an LLM is the runtime

    Python 1

  5. orka orka Public

    Self-hosted Rust agent runtime: route Telegram, Discord, Slack, WhatsApp, and HTTP requests through a priority queue into bounded LLM workflows. Pre-release, no SLA. Not published to crates.io; no …

    Rust 6

  6. reasoning-kernel reasoning-kernel Public

    Python reference for a CaMeL-like Reasoning Kernel. Control/data-flow separation reduces prompt-injection-to-effect risk when planner input is trusted, the capability policy is correct, and tools e…

    Python