Case study
Case study: CBKS – A cognitive knowledge system, local-first
A self-built system with technical depth: event sourcing, graph cache, local LLMs and a brain-region-based agent model – fully offline, no cloud.
• Alain Ritter
4 posts
A self-built system with technical depth: event sourcing, graph cache, local LLMs and a brain-region-based agent model – fully offline, no cloud.
From research to a published post in about 7 minutes: a multi-model pipeline with a generative blog system and a data-driven frontend.
Context engineering as a concept: a personal, growing wiki as a local context source for LLM queries – structured instead of naive vector search.
Solid frontend craft in an enterprise context: an overgrown WordPress base replaced by a modern, API-first stack.