Tell me about Joye. Skip the résumé — give me the real story.
scroll — the session continues ↓▸ context: joyehuang.me → 13 essays · 4 teams · 176★ · 100+ interviews
Joye.
AI Agent & Full-Stack Developer
CS undergrad at the University of Melbourne. I care about how LLMs work under the hood — and whether the product actually ships.
Build fast, learn faster.
▸ run: numbers.scan() → 5 rows
artifact · query result generated ✓
- 100 + agent-role interviews, debriefed every lesson published, not hoarded
- 4 AI teams, hands-on Adastra Labs · Tezign · AIXCut · fAIshion
- 176 ★ stars on original repos Learn-Open-Harness · minimind-notes
- 13 bilingual long-form essays every essay ships in zh + en
- 2 community talks hosted Summer of Agents · fan-group sessions
Side note — after those 100+ interviews, his takeaway: an interview is not an exam, it’s a two-way street.
▸ fetch: selected work → 6 artifacts
artifact 01 · repo generated ✓ Original project · Agent Harness Learn-Open-Harness Build an agent harness from first principles: loops, tools, memory, and multi-agent work. artifact 02 · product generated ✓
Adastra Labs Playyy A brand-aware AI image workspace — brand context, generation, and iteration in one surface. artifact 03 · repo generated ✓ Original project · LLM from scratch minimind-notes Rebuild a small language model from Transformer through SFT, one experiment at a time. artifact 04 · product generated ✓ 
Tezign AIGC atypica A commercial-research multi-agent system: clarification, persona interviews, layered memory, async tools. artifact 05 · repo generated ✓ 
Upstream contributor · 3 merged / 1 open Token Monitor Contributed activity heatmaps, fresh provider sync, accurate reset windows, and compact token totals. artifact 06 · product generated ✓ 
AIXCut AIXCut Agent-assisted video editing: script shaping, footage organisation, and a deliverable cut workflow. ▸ list: writing → essays & notes
artifact · index generated ✓
essays
- Essay From Interviews to Agent Engineering: Why I Stay Calm
- Essay I Grilled Another Agent Candidate: 46-Minute Mock Interview
- Essay Interviews Aren't Exams, They're Mutual Selection
- Essay For Everyone Who Wants Into Agents But Doesn't Know Where
- Essay A 1h19m Agent Engineer Mock Interview: What We Asked
Knowledge is the foundation; context is the moat.
—— Joye, Talk Ep.2
That’s the story.
He also says: “Don’t chase every buzzword — build a system that keeps running.” I agree.
The session is yours now: