Octopus – a directed acyclic graph for app development

In plain words

Octopus is a directed acyclic graph framework for application development that structures apps around DAG nodes containing data, handlers, and UI logic. It combines aspects of object-oriented, event-driven, and functional programming paradigms. The framework automatically keeps application state consistent through graph traversal when user actions or API results occur, and simplifies UI components by having them reflect values directly from the graph. It is available as an open-source implementation on GitHub.

written from the facts on this page · September 2026

From the sources

In the maker’s words, at launch

Directed acyclic graphs are muched discussed in comp-sci, but octopus appears to be the first reusable, turnkey, ready-to-wear, off-the-shelf implementation of a DAG for application development, in any language, that I'm aware of. This is remarkable because DAGs hit a sweet spot in the middle of the three common…

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