Joye

AI Agent & Full-Stack Developer

Undergraduate at the University of Melbourne. Currently working on Playyy.ai at Adastra Labs (Shimo Docs), building atypica (a multi-agent system for commercial research) at Tezign, and working on AI full-stack features and a video-editing agent at fAIshion.ai and Goshu Tech. I care about how LLMs actually work under the hood, and about shipping products that run in the real world. Build fast, learn faster — off the clock: piano, cello, photography.

• 2026年6月15日
  From Interviews to Agent Engineering: Why I Stay Calm
• 2026年5月28日
  I Grilled Another Agent Candidate: 46-Minute Mock Interview
• 2026年5月23日
  Interviews Aren't Exams, They're Mutual Selection
• 2026年5月17日
  For Everyone Who Wants Into Agents But Doesn't Know Where
• 2026年5月12日
  A 1h19m Agent Engineer Mock Interview: What We Asked

• Research
  Hermes Agent Memory: A Four-Layer L0–L2 Design
• Research
  Prompt Caching in Practice: Cache Design and defer_loading
• Research
  Hermes Agent Memory: Engineering Safety Mechanisms
• Research
  RAG Retrieval Details and Pipeline Design