Viewing profile — najmuzzaman

Most multi-agent systems fail the same way: agents drift apart across handoffs. By turn 3 they are working in different realities. By turn 5 they are repeating each other's mistake…

Most multi-agent systems fail the same way: agents drift apart across handoffs. By turn 3 they are working in different realities. By turn 5 they are repeating each other's mistake…

nicht geil. are you really so full of yourself? every customization is not "required" from day-1 and is always a (maintenance and UX) disaster if you did. i have filed an issue for…

karpathy's llm wiki tweet and gist: https://x.com/karpathy/status/2040470801506541998?s=20 i used this idea to create a version that works for a team of ai agents

yes, and we should expose it. today the wiki location is hardcoded to ~/.wuphf/wiki/. making it a config field is a quick change. just filed an issue: https://github.com/nex-crm/wu…

had fun while building this and love "The Office". fwiw i used to be a stand up comic and did lots of satire, but this one is not a shell/slop project to take on the craziness of s…

supported via OpenCode, which is the runtime that speaks the OpenAI-compatible surface. DeepSeek exposes that surface, so the path is: point OpenCode at the DeepSeek base URL and k…

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this is not a personal wiki though. it is a team wiki. agents are responsible to manage it and keep it fresh and always visible with human oversight. tbh this won't be much useful …

let's talk about real stuff. we built an AI-native CRM backed by HubSpot founder Dharmesh Shah last year before this, had revenue, iterated to focus on context graph infra which lo…

fair. the post title leads with the wiki because the Karpathy framing is the angle i think this audience cares about, but the wiki ships as part of WUPHF (an open source collaborat…

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love the "Borrowable Ideas" section. would suggest to definitely borrow them. full disclosure: we started as a context infra company (nex.ai) from long long before Karpathy even ca…

thanks for saying this. one more reason people are hating on SaaS so much is that the UI is dry and for many, unusable. on the other hand, the cool AI agents have UI which is fun b…

alright sir/ma'am/neither. we built an AI-native CRM backed by HubSpot founder Dharmesh Shah last year before this, had revenue, iterated to focus on context graph infra which look…

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Two structural reasons. 1. Obsidian is a single-user editor. It does not have the concept of "agent A drafted this, agent B promoted it, the team approved it." The promotion flow n…

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I shipped a wiki layer for AI agents that uses markdown + git as the source of truth, with a bleve (BM25) + SQLite index on top. No vector or graph db yet. It runs locally in ~/.wu…