Practical AI-assisted engineering, automation, and open-source reliability work.
I build tools and workflows that emphasize reproducibility, privacy, testing, and clear operational boundaries, with a particular interest in Python, JavaScript, Windows/WSL, data engineering, and AI-agent systems.
目前專注於實用型 AI 輔助工程、自動化、資料流程與開源可靠性；重視可重現、可驗證、隱私邊界與 Windows／WSL 可攜性。
| Project | What it demonstrates |
|---|---|
| Hermes Update Status Dashboard | A read-only Hermes Agent Dashboard plugin with bilingual UI, bounded status reporting, tests, security documentation, and documented installation and update steps. |
| Taiwan Monthly Revenue Data Workflow | A portfolio-safe Python data-engineering workflow with schema documentation, Windows runners, reproducible processing, and a deliberate separation between public code and private data snapshots. |
| Quote Generator | A deployable Traditional Chinese quotation tool built with HTML, CSS, and JavaScript, including calculations, local history, print-to-PDF, and a public GitHub Pages demo. |
- nesquena/hermes-webui#5926 — made parent-session deletion cascade safely to delegated subagents while preserving unrelated or ambiguous session lineages. Merged and shipped in
exp-v0.52.72. - nesquena/hermes-webui#6092 — added a stale Agent-runtime barrier after source updates while preserving local, gateway, background, and graceful-degradation behavior. Merged and shipped in
exp-v0.52.89.
- nesquena/hermes-webui#6305 — isolated state-directory subprocess probes from real user state. The original PR was closed without a direct merge; the maintainer reported that the change shipped through release PR
#6332inexp-v0.52.117and retained credit. - NousResearch/hermes-agent#54234 — proposed separate reasoning-effort controls for Mixture-of-Agents roles. The original PR was closed without a direct merge; the maintainer stated that the direction was implemented by merged PR
#64631and credited this account as one of the earliest proposers.
- nesquena/hermes-webui#6307 — proposes narrower deleted-session workspace recovery. Open; maintainer changes are requested for cwd-less remote-backend trust handling.
- Treat tests, review findings, and failure modes as part of the deliverable.
- Separate public source code from credentials, personal data, private logs, and machine-specific state.
- Document installation, verification, limitations, backup, and restore boundaries.
- Describe merged, adopted, and still-under-review work as different evidence classes.
Python · JavaScript · GitHub workflows · Windows/WSL automation · data engineering · AI-agent tooling · reliability and test isolation