An orchestration layer designed to optimize token consumption and latency in enterprise AI agentic workflows.

Native iOS app for controlling self-hosted stacks with encrypted on-device credentials.

A self-hosted, open-source dashboard for sports and fitness data.

Sovereign Open Source Foundation Models

A multi-stage pipeline for distilling pretrained Transformers into efficient Hybrid Kimi Delta Attention student models.

A framework using Hybrid-DPO to balance logical grounding and fluency in LLMs via NLI signals.

LoRA-induced subspace method for mitigating misaligned co-drift in MoE for continual learning.

Information and videos for Safe and Efficient Real-Robot Reinforcement Learning via Unsupervised Simulation Pre-Training.

A Vision-Instruction PCGRL framework for human-aligned procedural level generation.

A benchmark for evaluating scientific data analysis and visualization agents.

MLLM for tracing, memorizing, and reasoning about long-term geographic evolution.

A black-box fingerprinting framework to infer FL model architecture families from 5G PHY-layer side channels.

A data science world model framework for efficient autonomous agents.

A framework for scaling agentic RL environments using thousands of real-world tool integrations.

An open-source tool for automated two-way Google Drive backup on Linux.

A modern, open-source wiki engine with a comprehensive feature set.

An open-source alternative to Notion-like collaborative documentation platform.

An open-source alternative to Notion with a focus on privacy and privacy-first data storage.

A CLI livecoding shell for constructing synthesizers and drum machines.

A peer-to-peer VPN mesh based on WireGuard with built-in reverse proxy for guest access.