Structuring Research and Academic Writing: The Dual-App Architecture of Prism AI
When building a desktop workspace for technical writing, monolithic architectures often become bloated and hard to maintain. Research, chatting with AI, compiling LaTeX documents, and managing references have entirely different UI states and performance profiles.
For Prism AI, I chose a dual-app architecture: Prism Chat and Prism Studio.
Why Split Chat and Studio?
- Prism Chat is optimized for conversational context, prompt management, markdown note-taking, and source organization. Its state revolves around chat histories, vector embeddings (locally managed), and unstructured notes.
- Prism Studio is engineered for structured academic documents. It handles LaTeX syntax highlighting, BibTeX reference parsing, real-time previewing, and PDF compilation via Tectonic.
Separating these concerns keeps memory usage lean and allows each module to focus on its specific domain without cross-contaminating UI rendering loops.
Explore the code structure on GitHub.
Discussion Question: How do you approach modularizing desktop applications built for complex workflows?
