Product Ready to Ship—Who Makes the Launch Video? I Tried Huashu Design
I ran my own product through Huashu Design—from brand analysis and visual directions to a 15-second promo. It turns Coding Agents into a design SOP that ships editable, exportable launch animation.
I Turned Word, PDF, and Ebooks into Custom-Voice Audio
I chained Pandoc, Audiblez, and RVC into a local pipeline: ordinary documents become EPUB, then spoken audio in a target voice. The stack runs—but how far is it from a real product?
I Turned Chinese Article Illustration into a Reusable Agent Skill
Illustrating an article isn’t hard because of pixels—it’s hard because of selection, format, and character drift. I packed that workflow into an open-source skill: Zuohai IP Studio.
Building Agent Memory That Survives the Next Session
A context window isn’t memory. I use a three-layer Markdown setup, write-time checks, and regular archival so agents can pick up where yesterday left off.
Guardrails are more than swear filters. Prompt injection, poisoned knowledge, risky tools, and compute exhaustion—walk the stack so you know what to defend.