Hey everyone 👋 Quick intro. I work in finance — specifically the alternative investments space — and I'm here because I've been building AI tools into my own research workflow: things for analyzing companies, structuring my thinking, and parts of the hedging and risk side. Not building this to sell as a service; it's all to sharpen my own process. Mostly I'd love to connect with anyone else in finance or investing who's doing the same — building real tooling around their analytical work rather than generic automations. Always keen to swap notes on what's actually working. Feel free to reply or DM if that's you.

I want to curate videos from two specific channels into a searchable database and have new uploads pull in automatically. Cheapest thing I've found so far is NotebookLM — good for querying, but it won't auto-update itself. Curious what others use for the auto-ingestion part: channel RSS + an automation tool into Airtable/Notion? The YouTube API? Something I haven't thought of? What's your setup?

What does your stack actually look like for running an e-commerce operation end to end? I'm building out the systems behind a product business — site plus the operational layer underneath — and I'm curious how people here are wiring it together in practice. A few things I keep going back and forth on: • Backend/storefront — what are you actually selling on? • CRM — has anyone built theirs on ClickUp, or do you prefer something purpose-built? • Team comms — are you running everything through Slack, or routing notifications somewhere else? • And the big one: are you using an AIOS to actually update and improve the system over time, or is the AI more for one-off builds? Less interested in "best tool" lists, more in how your pieces connect and what's held up once it's live. Would love to hear what's working.

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. 😊

Hey everyone! I run an AI automation agency on the French Riviera, mostly building voice agents and workflow automations for SMEs. Always keen to swap ideas with other people building in AI. If you're working on something in the space (or just curious), let's connect ! Happy to share what I'm learning along the way. https://www.linkedin.com/in/tanguy-auguet/ Have a great weekend!