Tools

This page is for my own tools, checklists, workflows, and small artifacts. External healthcare AI products and infrastructure belong in Reviews, where the question is whether a claim should be trusted.

Writing

• A static site, because fast pages and durable URLs matter.
• Notes that can turn into essays without needing a publishing ceremony.
• Dates, source links, and caveats when the claim depends on evidence.

Data work

• SQL when the question needs a spine.
• Spreadsheets when the workflow is still being discovered.
• Small scripts when the repeated mistake is obvious.

AI buildout

• Agents when they are bounded by a real task and a review path.
• Retrieval when the source boundary matters.
• Evals when the failure mode is too expensive to discover by vibes.

Operations

• Checklists for recurring work.
• Reports that show expected, observed, and unexplained states.
• Dashboards only when the metric can be traced back to a real source.