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?

We found a company using 8 employees to do manual work (mainly outreach focused). We said "This whole thing can be automated". They were shocked. The idea of not paying for and managing 8 employees, not paying for electricity and rent. It felt like a burden was removed from their shoulders. Had a meeting, got an idea of the workflow, and got to researching. We found out that yes EVERYTHING could be automated, but we kept researching for 2 days straight. Because there was just this one HUGE issue: it was too costly and slow. Much slower. That beats the whole point if the new "solution" ends up being slower and making them less revenue. The bottleneck was today's browser agents being slow, and the initial part of their workflow required interaction with sites. The entire workflow became not possible because of this. And the cost kept skyrocketing as AI is expensive. We took a step back, and realized that no, we don't have to automate everything, like the gurus always say, that a 50 node n8n workflow won't matter if you don't save them time and money. They always advise to keep it simple, and that's what we needed to do. Hence, we proposed 3 solutions that all worked independently and could work in kahoots too. What outcome would they give? They would increase the cost from $3k to $5k, but why did we propose something that would increase costs? Becayse the revenue went from $6k to $13k. That is a 1.6x increase in cost for more than double the revenue. This made us learn. Don't try to automate everything. If it can be automated doesn't mean it should be automated. Find gaps, find ways to make their workflow smoother, easier. Allow them to get double the work done with half the effort. That is what Automation truly portrays.

My n8n crashed overnight and took 89GB of disk with it. Updated n8n. Went to bed. Woke up to: - Server unreachable - Disk: 28GB → 89GB - 3.8 million executions in 24 hours - 43 workflows dead One routine update. Complete disaster. Recovery: Diagnosed via SSH, cleaned the database, reclaimed 60GB — back online without losing a single workflow. But the scariest part wasn't the crash. It was that I had no visibility of running workflows So I built a workflow that monitors all my other workflows. Every night at 5 PM — one email: - n8n online or down? - Disk usage - Executions + errors - Status of all 43 workflows - 30 minutes of daily manual checking → 0 4-hour crisis → 15-minute early fix Three things to do if you self-host n8n: 1. Enable execution pruning — unchecked history will fill your disk silently 2. Check logs after every update 3. Build a monitoring workflow before you need one Drop a comment if you want the workflow JSON. 👇

It’s been a wild ride since I started my AI journey last November. I’ve been following AI for a while, and today I got my first paid client. It's a simple Instagram automation. It’s not a high-ticket automation yet because I’m still learning and exploring the possibilities. But things are finally starting to move, and I’m confident I can do much more. Excited to see more wins from everyone and grateful for the support along my journey. 🚀

I automated my lead generation workflow. Here's what broke (and what I learned fixing it) 😅 The goal: Search Google Maps for businesses → Scrape websites for emails → Verify them → Save to Google Sheets. All automated. Sounds simple, right? It wasn't. Reality: Nothing worked the first time. I watched a YouTube video few months earlier and was trying to find a way to find emails of businesses for FREE. What broke (and what I learned): 🔴 Problem: I tried Apify but the limits were Hit in 2 days. Fix: I built an email pattern generator (info@, contact@, sales@) Lesson: Check API limits BEFORE you build 🔴 Problem: Getting emails like [email protected] (lol) My pattern generator got emails with www. Fix: One line code fixed "www." Lesson: Test with 1 item first, not 50 🔴 Problem: "Too Many Requests" errors everywhere Fix: Added a loop with 1-second delays between requests Lesson: Rate limiting is about workflow structure, not just code 🔴 Problem: All my data disappeared after API calls Fix: I used set data node to preserve data Lesson: Data doesn't magically stick around—you have to design for it 🔴 Problem: Paid API's everywhere 💀 The main problem with lead generations is to get verified emails and these are not FREE. Fix: Cut patterns from 15 to 6 per business (still works!) Lesson: Free tiers force you to optimize (not a bad thing) The real takeaway? Not every automation project is a portfolio piece. Sometimes the real value is in what broke and how you fixed it. After all the fixes: I can now generate 100-200 verified leads in 15 days, fully automated. But honestly? The debugging taught me more than the final result. Quick question: How you handle paid APIs costs