Architecting sovereign multi-agent intelligence fleets, high-performance token optimizers, and resilient AI system invariants.
- CPF-FAMILY Fleet — Enterprise multi-agent command infrastructure orchestrating 5 specialized autonomous profiles with strict zero-auto-rotation discipline.
- mypaychecktax.com — Automated programmatic tax & payroll calculation suite across 50 US jurisdictions (chauvuusvn/us-calc-hub).
Active contributor hardening type discipline, edge-case resilience, and architectural invariants across:
- ByteDance: deer-flow#5785 (Merged),
trae-agent - Microsoft: semantic-kernel#14532 (Approved),
autogen,markitdown - Anthropic Ecosystem:
modelcontextprotocol/python-sdk(#3685),modelcontextprotocol/servers - Google:
langextract(#544),adk-python(#7257),mantis(#6) - AI Toolchain:
BerriAI/litellm,vllm-project/vllm,huggingface/smolagents,567-labs/instructor
- Languages & Frameworks: Python 3.12+, FastAPI, Pydantic v2, Pytest, Ruff
- AI & Agent Orchestration: Model Context Protocol (MCP), LiteLLM Gateway, Prompt Invariants
- Infrastructure & Reliability: Linux (Ubuntu/Debian), Docker, Systemd, Reverse Alpha Watermark Processing, AST Code Analysis
- Business & Research Inquiry: contact@mypaychecktax.com
- Support Open Source Work: Sponsor @chauvuusvn on GitHub

