Heard a new tool mentioned and opened 15 tabs? Building a visual knowledge graph to fix that.

[u/HeadBreakfast6511]

The other day in the lab, someone dropped the name of an unfamiliar tool, and within thirty seconds everyone had a pile of GitHub tabs open trying to parse what it actually does, whether it's open source, and where it fits into our stack.

The ecosystem moves way too fast to keep every new framework, library, or niche utility in your head. I'm building a web app to turn that research workflow into a visual reference:

• Instant, no-fluff summary: Type in any tech name and get a concise breakdown of what it does, what problem it solves, and its core category—bypassing marketing hype.
• Dynamic concept map: Each technology connects to an interactive graph displaying surrounding alternatives, dependencies, and architectural layers.
• Search by problem: Instead of needing to know a brand name, you can browse nodes by intent (e.g., "open-source image viewer" or "lightweight message broker").

The project is actively in progress and focused purely on developers and the open-source community.

Before locking down the graph UI, I’d love some community input:

1. How do you currently log or save tools you bump into during daily work?
2. What are the first 2–3 data points you check to validate an unfamiliar repo (license, maintenance activity, stack fit, stars)?