02

Products & R&D

Areas of work, not a catalogue yet

MMKDEV is at an early stage. The cards below describe real areas of work, with an honest status — not finished products or invented commercial names.

Index

  1. 01Research

    Open-source software

    Contributing to existing projects and publishing focused tools where a real gap has been identified.

  2. 02Experimental

    Local AI infrastructure

    Running models locally or in hybrid setups, to reduce dependency on remote services.

  3. 03Research

    AI developer tools

    Tools that make it easier to integrate, control, and verify model-based systems.

  4. 04Research

    Compute efficiency

    Methods to reduce the compute cost of AI systems without sacrificing result quality.

  5. 05Experimental

    Open GPU research

    Exploring open approaches to compute hardware, outside closed proprietary ecosystems.

  6. 06Research

    Hardware / software co-design

    Studying architectures where hardware and software choices are made together, not in separate silos.

Status key: ongoing research, internal prototype, experimental, or published open source.