Open-source agent runtime/01
FrontierAgent
Stateful execution, asynchronous Agent Teams, and verifiable artifact delivery for long-running research.
Initiator & project lead
AI Research Scientist · Apodex
Handuo Zhang 张瀚铎
Building reliable
agent systems.
I build systems for long-running work: multi-agent orchestration, tool-use post-training, memory, and verifiable evaluation.
Research focusAgentic systemsTool-use & post-trainingRobot perception & SLAM
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All projects Selected work
Agent infrastructure/02
Apodex Harness
Orchestration, memory, recovery, and evaluation infrastructure for complex work that spans many steps.
Technical owner · Founding engineer, Prax / AgentOS
Model post-training/03
Watt Tool-Use
Open-weight function-calling models: 70B ranked No. 1 and 8B No. 4 on BFCL V3 in December 2024.
AI lead · Watt / Shanda
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All publications Selected research
2026
arXiv preprint, arXiv:2608.24979
FrontierChallenge: Evaluating Scientific Workflow Completion
2026
arXiv technical report, arXiv:2608.23283
Apodex 1.1: Scaling Agentic Intelligence for Complex Work
2026
03 /
Full CV ↗Experience
- 2026 — Present
Apodex
AI Research Scientist · Post-training
- 2023 — 2026
Watt / Shanda Group
Vice President of AI
- 2021 — 2023
Mind Pointeye
AI Scientist
Alongside industry work, I teach postgraduate Neural Networks & Deep Learning at NTU.
04 /
All notes ↗