Hello @Nate Herk & everyone! Hope you all are doing well. Thank you, Nate, as you are doing amazing work, but I need one clarification. Though I joined the community from YouTube, and it has also been 3 months since then....but I don't have clarity... Need to ask one thing, as being from a non-technical background, please suggest to me as very confused on where to start….like should I start my automation workflow journey from N8N (manual automation) or can I start from Claude code…. As I have an interest in workflow automation and also want to upskill myself in this niche and monetise to the extent, and also I have clients for the SMM to which I can pitch…but yes, very confused. Please help me out on this.

Hey everyone, After 3+ years building AI automation systems, I realized something: the bottleneck isn't the model. It's context and resources. Better context = better agents. But here's the real problem: everything is segmented. Your agents are in Pydantic AI. Your workflows are in n8n. Your knowledge is scattered. Your execution is fragmented. So I built AgeniusDesk, a unified platform that manages ALL of it: agents, workflows, knowledge, resources. One command center. No silos. What is it? A unified management layer for AI platforms, agents, and workflow frameworks (n8n, Pydantic AI, Flowise, etc.): - Multi-instance n8n visibility + control from one dashboard - AI agents (Pydantic, Claude, OpenAI, local models) as first-class citizens - Real-time error detection + AI diagnostics (catches issues before they blow up) - Agent Lab: write and debug code with AI, deploy instantly - Encrypted secrets vault (never plaintext, never exposed) - Shared resource layer: context, guardrails, execution contracts - Full local/self-hosted control (no vendor lock-in) Built on Python + FastAPI + Vanilla JS. Docker compose ready. Why I'm posting this here: This community gets it. You're not asking for another no-code builder or magic button. You're building real systems, running agents in production, managing multiple deployments. AgeniusDesk is built for that. What I want from you: Drop a comment and tell me: - → Are you managing multiple n8n instances or agents right now? - → What's your biggest pain point? (visibility? errors? scale?) - → Would you test-drive this if it solved that problem? I'm open-sourcing the whole thing. No strings. Just want to build something the community actually needs.

Built Scraper Agent (using Firecrawl) 1 - scrapping pictures from my favortite photographer website for reference and inspiration. 2 - Claude was really quick to find the proper links for the highter resolution, he made first a doc with all the picture links on the page using Firecrawll, then download them one by one in a folder. 3 - One use I think about is for reverse engenering SEO strategy of competitor website, scrapping all the content, structure and map, so I can find a strategy to Rank higher in SERP

Built Newsletter Automation first atempt with Claude code inside VSC, it is nice to work with it took me time to set all the API, finaly went with OpenRouter to try Sonar outside of perplexity because I didn't want to topup 50$ and it work fine. Happy with the results, looking to generate an n8n worflow for easy deploy in the cloud. It is a solid base for easily creating content that can be recycled in blog post, linkedin post and so on...

Let's get to know each other! Comment below sharing where you are in the world, a career goal you have, and something you like to do for fun. 😊