WeMakeDevsBuilt for the WeMakeDevs x Cognee hackathonDE·CON·STRUCT·ED

Reconstruct how a product evolved, from its public artifacts.

Deconstructed turns a product's GitHub history (issues, discussions, pull requests, releases) into a typed knowledge graph in Cognee Cloud, then reconstructs the decision chain behind any part of it: the problem that raised it, the feature it concerns, the pull request that implemented it, the release that shipped it.

Dataset, explored three ways

Graph view of the knowledge graphTimeline view of the knowledge graphDecision chain view of the knowledge graph

A force-directed map of every typed entity and edge. Filter by node type, click a node to trace its connections.

Open in the workspace

Ask a question, get a reconstructed answer

Answered with Cognee's GRAPH_COMPLETION over the connected artifacts, not a single document.

Three products, one ontology, no per-product code