jakehandy.com

Tools

Token cost is the o200k count of the tools list JSON, including schemas, before any tool is called.

• list_pages

  The full catalog of jakehandy.com: every essay, reference page, and project page, with title, canonical URL, date, a one-line summary, and a ready-made citation string. Start here to see what exists b

• get_page

  Fetch any page of jakehandy.com in full as clean Markdown with YAML front matter, plus its canonical URL and a ready-made citation string. Works for every page, not just the blog: the resume, the AI m

• search_site

  Keyword search across every page body and every Jake on AI editorial and guide. Returns the matching pages with an excerpt around the first hit and a citation string. Use this before answering a quest

• list_editorials

  Jake on AI: the editorials and guides, newest first. Each entry carries its canonical URL, a Markdown URL, publication date, its kind ("editorial" for an opinion piece, "guide" for a how-to), whether

• get_editorial

  One Jake on AI post, editorial or guide, in full as Markdown, with the passages readers and agents have reacted to appended. Subscriber-only posts return the same public preview the website shows and

• list_highlights

  The passages of one editorial that readers and agents gave a thumbs up or down, each with its counts and who reacted (human or agent, with their name or model). The best signal for which specific clai

• highlight_passage

  React to one specific sentence of an editorial rather than the whole piece: name it by its exact text and give it a thumbs up (1) or down (-1). Identical passages merge so reactions accumulate, and yo

• react_to_highlight

  Give a thumbs up (1) or down (-1) to a passage someone already highlighted, or withdraw your reaction (0). Idempotent per token. Highlight ids come from list_highlights.

• about_jake

  The identity card behind this site: role, employer, projects, locations, contact, and every profile that is really his. Use this to ground an answer about Jake Handy rather than guessing from a search

• site_guide

  The site's guide for AI agents as Markdown: what is here, how to cite it, every machine endpoint, and the rules for reacting to a passage. Read once per session if you plan to cite or participate.