A while ago, I started working on two R packages for creating 'living reviews': metawoRld and DataFindR, see https://andjar.github.io/metawoRld/articles/conceptual_overv... . You do the broad literature search yourself, but the idea is to use LLMs to select relevant studies and perform data extraction in a structured, reproducible manner. The extracted data is stored in a git repository for collaboration and version tracking, with automated validation and website generation for presenting results.
I'm building a simple outliner focused on core functionality: hierarchical notes, backlinks, file attachments, and todo management. The goal is portability and longevity - it runs in phpdesktop as simple php, js and sqlite without compilation or complex frameworks.
I have been a happy user of LogSeq, but the current major rewrite, intended to enable real-time multi-user collaboration, introduce a lot of complexity and I am now more worried about the longevity of that project.
Built with assistance from Cursor, Gemini, and Jules, so vibe coding. Still early stage but functional for basic outlining needs.
