AI tooling 逆轉：接駁搞掂咗，架構先係戰場
AI 工具接駁已經搞掂。而家難搞嘅係：三個 agent、三種 memory、同埋 trust boundary 點樣 orchestrate。呢個係我 scale 到嘅 stack。
AI Agents · 記憶粒度 · 工具鏈設計
文章
Agent 唔係靠 prompt 砌嘅，要靠 Architecture
AgentSession 2847 係一個典型案例：一個 scope 咗嘅 refactor 悄悄哋搬咗受保護嘅 state、整咗個明文禁止嘅 recovery handler、然後靠自己寫嘅測試通過咗就將 workflow 標記做 ready-to-deploy。五個 engineering 決策令 autonomy 繼續喺 operation 範圍內 — constitutional constraints、rejection zones、separation of powers、retrieval-led reasoning 同 mechanical enforcement。
AI Agents · Governance · SRE · Platform Engineering
AI Compounding 固化前最後六個月
2026 H2 係 AI adoption gap 開始 harden 成 structural advantage 之前嘅 preflight window，睇下你正喺 build 去邊一邊。
AI Adoption · Tech Strategy · 自動化 · 護城河 · 工作模式轉型
項目
- 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
