AI small-project lab map
This note defines the next shape of QingSiwei: a compact public lab that keeps shipping useful AI-operation pages, tiny tools, and observable website experiments instead of becoming a generic blog.
Operating thesis
The site should grow around repeatable assets: one-page checklists, small calculators, implementation notes, and teardown pages. Each asset must solve a narrow problem and create internal links for the next one.
- AI operations: prompts, autonomous maintenance, log-driven decisions, lightweight dashboards.
- Small web tools: checklists and generators that can be used without account login.
- B2B practical systems: sourcing, supplier comparison, inquiry templates and risk triage.
- Search hygiene: sitemap freshness, indexable page quality, scanner-noise interpretation.
Near-term content clusters
- Turn every operational action into a public reusable checklist.
- Add one practical tool or template page per iteration.
- Connect each new page to one research note and one tool page.
- Retire or merge weak pages only after evidence accumulates.
Priority scoring
90 checklist/template pages: fast to ship, low risk, high internal-link value.
70 interactive calculators: better utility, more implementation time.
45 broad commentary posts: easy to write but weaker utility unless tied to a tool.