Technical work
Research & open source
The headline projects today are QLLM (phase-first language modeling), XEditor (prompt-native code editor), AI Video Generator, and PRD Code Verifier. Other tools and libraries are listed for discovery.
QLLM (qllm2)
Phase-first, complex-valued language modeling with Phase-Associative Memory (PAM)—a distinct line of research from standard transformers, documented with experiments and honest baselines.
XEditor
A prompt-native code editor that prioritizes intelligent prompt orchestration over traditional IDE features. It uses a multi-layered prompt system to adapt to different model families (GPT, Claude, local models) with custom parsing and tool configurations per model.
AI Video Generator & Editor
Modular AI video generation pipeline. An end-to-end system that transforms a single topic idea into a short-form video with narration, visuals, and text overlays. It features pluggable AI models for each step (LLM → TTS → T2I/I2V/T2V) and stateful project management.
PRD Code Verifier
AI-powered code analysis platform that combines custom prompts with multi-repository codebases (documentation, frontend, backend) for intelligent analysis. Useful for security audits, code quality reviews, and architecture compliance.
More pointers
- VNATK — Node/Express/Sequelize/Vuetify RAD tooling (npm).
- multiagent-framework — Python package for multi-agent workflows (PyPI).
- Open ISP / ERP-adjacent tooling — historical public repos under the Xavoc GitHub org (e.g. ISP manager, banking experiments) remain discoverable from the profile links above.