3 ms·
A semantic POP-style framework for structuring AI-assisted programs
- dohuyhoangvn93 10mo agoHi HN, I'm the author of THEUS. This work comes from experimenting with AI-assisted coding and noticing that many existing architectural patterns (Clean Architecture, DDD) assume a human-only authoring process. THEUS explores a POP (Pipeline-Oriented Programming) model where each unit explicitly declares: - input - output - side effects - error semantics The goal is not a framework with runtime magic, but a structural discipline that makes programs easier to reason about, compress, and modify — for both humans and AI tools. This is still exploratory. I'm mainly looking for: - prior art I may have missed - failure modes of this approach - cases where this abstraction clearly does not help Happy to discuss. For those interested in a more formal description, there's a DOI-linked whitepaper here: https://doi.org/10.5281/zenodo.18016750 https://doi.org/10.5281/zenodo.18016750