Been exploring graphify recently and I think the concept is pretty interesting. It’s an agent skill that reads a folder of source material, builds a knowledge graph from it, and then gives you a structured view of the concepts, relationships, communities, and key nodes across the whole set. It gives your agent a reference for a big codebase which stops it from grepping all over and getting lost. What's nice too is there are a lot of optional expansions for non-code use cases as well. What I like about it: - good for large, messy collections of material - good for mixed inputs like code, markdown, PDFs, screenshots, and diagrams - good for finding structure across a repo or research dump - good for persistent memory, since it saves the graph and lets you query it later - good for agent workflows, especially when you want something more navigable What I’d avoid using it for: - small codebases where you can already understand everything quickly - situations where you need perfect factual reliability on every relationship - simple “read one file and answer one question” jobs - cases where raw source reading is already cheap enough and the graph layer adds overhead That’s the part I find most interesting: it feels strongest when the problem is too much material + weak structure. If you want to check it out head over to: https://github.com/safishamsi/graphify Curious what other tools anyone else here has tried in this category yet?

Hello, new dood here. I'm a software dev, also running an AI consultancy using my experience and connections in both nonprofit and logistics to keep me busy. Lately I've been pulled hard away from automation and have taken on three projects cleaning up software projects where the owner got as far as they could vibe coding but hit a wall with deployment. Also had two pull me back to web development since I can get a full gorgeous website deployed within a day now...as long as the project doesn't look like quicksand like I used to experience with smb websites I'll take those all day long. Anyway, happy to be here. I'm an Army veteran, former cyber security (DFIR), former professional investigator, 20+ years in trucking/logistics, and clearly can't decide what I want to be when I grow up!