Notes from the open web
Essays and experiments on AI, the fediverse, and building a more open, machine-understandable web.
Posts
Grouping the Feed: From Raw Topics to Usable Structure
Improving topic extraction and grouping by refining prompts and adding lightweight normalization in Python.
Read postAdding a Semantic Layer to the Fediverse
Using AI to turn Mastodon data into structured summaries and topics.
Read postBuilding on the Fediverse: A First Experiment
Pulling Mastodon data and exploring what it means to build on open protocols.
Read postFrom Semantic Web to LLMs: A Second Chance for the Open Web
Revisiting the semantic web, AI, and the fediverse as a path back to an open, machine-understandable web.
Read post