Wanted to share something I just shipped as a portfolio piece. It's a unified AI operations dashboard for Shopify stores with 3 live agents running inside it: Agent 1 — Customer Support Bot Customer sends a query → GPT-4o reads it → personalised reply sent in under 2 minutes. Zero human involvement. Agent 2 — Abandoned Cart Recovery Select the abandoned product → AI writes a 3-message WhatsApp sequence → sent at 1hr, 24hr, 48hr intervals automatically. Agent 3 — Product Description Generator Drop in a product name + features → get SEO title, product description, and Instagram caption in one click. Everything runs on OpenAI GPT-4o with a Vercel serverless backend. API key never exposed. Demo-ready in 60 seconds. The dashboard also has: — Mock analytics (revenue recovered, tickets resolved, carts recovered) — Live activity feed that updates on every agent run — Clickable orders panel that feeds straight into the support agent Live demo: https://shopify-ai-os-portfolio-demo.vercel.app/ Built this to target e-commerce clients on Upwork. Positioning it as a $1,500–$3,500 setup + $400/mo retainer. Would love feedback from anyone who's sold similar systems, what objections do you run into from e-commerce clients?

which was the github Repo which helps use less Claude code tockens

Me: “Why is this not working?” AI: “Because you forgot fallback.”Me: “Oh…” 💀 Spent 2 hours on this: - 3 rules = looks fine 🤓 - Add fallback = everything suddenly works 😅 Also had AI talking to itself because Slack was reading the wrong field 😂 Now it finally flows: Lead -> AI score -> Airtable -> Routing -> Slack ⚡ Sharing the convo if anyone’s building similar stuff:

I fed the same prompt into Claude, Grok, Perplexity and Gemini — "what AI micro-SaaS actually makes money in 2026?" Cross-referenced all 4. Built a dashboard. Here: https://claude-resarch-niche-ai-saa-s-i94d.vercel.app/ Biggest takeaway? Everyone's building AI writers. Nobody's building the thing that stops those AI writers from getting you sued. California made AI-altered listing photos a misdemeanor this year. Agents spend $0 on compliance tools. That's the gap. Anyway it's all free. Curious who actually builds something vs who bookmarks and forgets. Drop what you're working on below.

So I've been doing this thing on Reddit for a few months and honestly it's working way better than I expected. Let me break it down real quick: 1. The subreddits I check daily: - r/smallbusiness — business owners stuck with manual stuff - r/entrepreneur — people building things who need efficiency - r/nocode — already into automation, just need help doing it - r/automation — literally asking for what we do lol - r/freelance — sometimes people post looking for help 2. What I search in each subreddit: Just go to the search bar and type stuff like: - "how do I automate" - "manual process" - "wasting time on" - "spreadsheet nightmare" - "data entry" Filter by past week or month. Fresh posts = warm people. 3. The approach (this is the important part): DO NOT pitch. Reddit will destroy you lol. Seriously you'll get banned. Just help. Like actually help. Write a detailed answer. Give away the whole process. Don't hold back. Then at the end just casually drop something like: "hey I do this professionally so DM me if you want help setting it up, but honestly you can probably do most of it yourself with what I shared" No link. No "book a call." Nothing salesy. 4. Why it works: When you give away the solution people trust you. And the funny part? Most of them still don't wanna do it themselves 😂😂 They just DM you like "hey can you just do this for me" and boom, that's a client lol 5. My actual results: - Answered ~40 questions in 3 months - Got 12 DMs - 3 became paying clients - Made around $4,200 All from 15-20 mins a day just scrolling and helping people. No ads. No cold DMs. Nothing. Thought I'd share cuz nobody really talks about this. What subreddit makes sense for your niche?