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:electron:
writing prompts
:electron:
writing prompts
75 followers · 80 following

Achievements

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

Achievements

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

Highlights

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gianlucamazza/README.md

I take LLM systems into production.

Selected work

Agents & security

  • reasoning-kernel — prompt injection cannot produce an unauthorized effect by construction (CaMeL-style capabilities + taint tracking)

Bitcoin, finance & tooling

  • openfatture — open-source FatturaPA e-invoicing for Italian freelancers, CLI-first with AI-assisted workflows
  • solana-mmaker — automated market making on Solana (Jupiter swap protocol)

Systems & strange hardware

  • harbor-kernel — bare-metal AArch64 kernel for the Raspberry Pi 4

Also

Stack

  • AI & agents — orchestration, MCP, local inference (llama.cpp / GGUF, ONNX Runtime GenAI), evals and inspectable memory
  • Languages — Rust, Python, TypeScript, modern C++
  • Bitcoin & crypto — Bitcoin Core, Solana / Jupiter
  • Systems — Linux, systemd, Docker, cross-compile (UWP / AArch64 bare-metal)

Elsewhere

gianlucamazza.it · LinkedIn · X

Open to fractional CTO engagements and collaborations on verifiable agent systems.

Pinned Loading

  1. emotional-memory emotional-memory Public

    Emotional memory for LLMs based on Affective Field Theory (AFT)

    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 chat, diffusion, and on-device training on Xbox Series S|X — llama.cpp (GGUF) + ORT GenAI, LAN API, CPU and DirectML.

    C++ 44 6

  4. solana-mmaker solana-mmaker Public

    Automated market making on Solana: runs configurable spread strategies through the Jupiter swap protocol.

    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