AI 工具鏈的翻轉：從存取到架構
AI 工具的存取問題已經解決。現在真正的挑戰是：協調三個 agent、三種記憶系統，以及信任邊界。這是一個能擴展的技術棧。
AI 代理人 · 記憶粒度 · 工具鏈設計 · 治理
文章
專案
- 01 Trustless experimental
Experimental agent-native banking platform. Triple-entry ledger with PostgreSQL as source of truth, Hyperledger Fabric for cryptographic anchoring, and optional ZK proofs for privacy-preserving audit. AI agents participate as first-class regulated principals alongside humans.
Go · PostgreSQL · Hyperledger Fabric · Kafka · ZK Proofs
- 02 UACP active development
Universal Agent Control Plane — a runtime-neutral governance framework for AI agent work. Separates governance, deliberation, coordination, and execution into distinct planes, with a staged lifecycle (triage, propose, plan, execute, verify, resolve), adaptive evidence selection, and runtime enforcement via Guardian and Heartgate.
Python · Multi-Agent Governance · Docker
工作室
nortrix.io
Systems engineering practice. Infrastructure architecture, distributed systems reliability, and agent-native platforms.
工作經歷
-
2025 Nov
– PresentSenior Site Reliability Engineer
Bowtie Life Insurance
Hong Kong
-
2023 Jun
– 2025 OctChief Technology Officer
LookCard
Hong Kong & Kuala Lumpur
-
2022 Apr
– 2024 DecTechnical Director
EDNS
Hong Kong & Singapore
-
2021 Jul
– 2024 DecTechnical Director
One2Cloud
Hong Kong, Taipei, Dubai, Singapore & Kuala Lumpur
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2020 Nov
– 2021 JunAssociate Solutions Architect
CloudDuck
Hong Kong
-
2019 Oct
– 2020 OctTechnical Program Intern
Amazon Web Services
Hong Kong
成就
- 2026
AWS AI User Group Hong Kong
Organizer
- 2020 – 2023
AWS Community Builder
Cloud Computing
- 2022
WorldSkills Medallion for Excellence
Cloud Computing - South Korea
- 2020
STEM Excellence Award
Gold Award - Greater Bay Area
- 2018
AWS AI Hackathon
3rd Place
