Everything tagged this way, in Developer.
A chatbot can invent the author or page behind a footnote, and my own proofread let nine errors reach a journal editor. This is how I rebuilt academic-writer around checks that are code, what they measured, and how you can install it and run them yourself.
I built a Claude Code plugin that researches a topic with one subagent per search backend and teaches the basics first. Then I found it had silently dropped its own search servers. This is how I built and checked it, where it still breaks, and how to install it and run your own research.
Five million pages of the National Library of Israel's historical Jewish newspapers have full-text search that my research agent could not reach. This MCP server finds the newspapers in the catalogue, but its full-text half never got past Cloudflare, and the project is paused.
Yotam Fromm
