> whoaminame: Tianxiang Zhanrole: PhD Candidateaffiliation: Monash University — Faculty of Information Technologylocation: Clayton, VIC 🇦🇺status: "Booting up a new research chapter ↓"former: M.Eng. @ UESTC (2023–2026) · B.Eng. @ SWU (2019–2023)mission: >- Build trustworthy autonomous agents that can reason over, forecast, and act on complex temporal evidence — with explicit uncertainty and stop-discipline.🔭 Now at Monash IT as a PhD student, pushing agentic time-series systems and uncertainty-aware decision making further.
📡 Latest commits on aion (the harness)
8627638— chore(release): bump version to 1.0.4 (ztxtech, 2026-08-23)68e2913— feat(harness): add supervision, metric-sanity and trace gates (ztxtech, 2026-08-23)caefb25— chore(release): bump version to 1.0.3 (ztxtech, 2026-08-23)eec5865— feat(harness): add two-phase score-driven iteration with lock check (ztxtech, 2026-08-23)0ad190d— chore(release): add contract version file and bump to 1.0.2 (ztxtech, 2026-08-23)bbc8982— docs(devnotes): add knowledge base with scored-task feedback-loop note (ztxtech, 2026-08-23)0ceb94b— feat(harness): add scored-task feedback loop to governance chain (ztxtech, 2026-08-23)4ba6cee— chore(release): bump version to 1.0.1 (ztxtech, 2026-08-22)
AION is my flagship project: a time-series harness — a control layer that connects task specification, runtime execution, and result assessment into one stable process for next-generation time-series workloads. Built on top of OpenCode, with 4 layers (Task / Workspace / Execution / Review), 6 agents, 8 protocols, and 17 skills.
AGENT × TIME × UNCERTAINTY— research across three orthogonal axes that intersect in AION: build agents that operate on temporal evidence, and ground every claim in calibrated uncertainty.
🪦 Retired from the README: Django, Flask, MATLAB, Photoshop, scikit-learn, seaborn, pandas, MySQL — the academic-era toolkit. They've been folded into the projects above (or quietly archived).
🛰️ This README is kept in sync with my homepage via self-updating GitHub Actions — see .github/workflows (metrics · aion commits · snake · daily quote).
💬 Forecasting is easy. Knowing when to stop is the whole problem.
Last refreshed: 2026-08-30 (Australia/Melbourne)