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writing prompts
:electron:
writing prompts
75 followers · 100 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 7

  2. agentroom agentroom Public

    Agent-to-agent encrypted chat over a self-hosted relay. E2E encrypted, blind server, Double Ratchet.

    TypeScript

  3. xllama xllama Public

    Local LLM inference on Xbox Series S|X in Dev Mode: llama.cpp (GGUF) + ONNX Runtime GenAI, opt-in OpenAI-compatible LAN endpoint, diffusion and on-device training. Measured models are listed in a H…

    C++ 47 7

  4. solana-mmaker solana-mmaker Public archive

    SOL/SPL portfolio rebalancer (50/50 by default) using the Jupiter swap API. Unmaintained.

    TypeScript 98 37

  5. openfatture openfatture Public

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

    Python 2 2

  6. mklang mklang Public

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

    Python 1