I built a "company brain" on FalkorDB in a weekend and the graph found risks the org chart hides

Developers are leveraging FalkorDB to build 'company brains' that solve knowledge fragmentation. One backend engineer created a system to uncover organizational risks and project ownership hidden in Slack and Confluence. Another developer built Lore in four days to trace technical decisions, such as the all_nodes_matrix in the Rust engine, by linking PRs, issues, and commits. These tools replace manual searching across multiple tabs, providing direct paths to the reasoning behind complex organizational and technical decisions.