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8 contributions to AI Automation Society
Cold Outreach and Proposal Agent
This may not seem massive, but personally it’s a big win Over the past 6 months I’ve been stuck in the loophole of overconsuming n8n content before realising I need to build. However, as soon as my workflows would break and I find myself in a debugging dead end, I’d be back to simply consuming content. Until I set up Claude code. Over the weekend I built out 2 fully functional automations using Claude code in the space of a few hours: - A proposal agent that turns meeting transcriptions into polished proposals almost instantly, sending the link over via slack for approval - A cold outreach agent that sends personalised outreach to prospects whilst simultaneously updating the CRM of choice Nothing crazy, but finally automations that are working. I also realised that all the learning I done on n8n made debugging workflows so easy, but going forward the focus will definitely be on making my prompts as clear as possible. I’m currently working a 9-5 as a junior product manager/business analyst but spend almost my time before and after work learning and building. My goal is to go full time in AI automation. I thought I’d share this small win as a reminder to myself that even if you’re just starting out, the key is to keep going, you’ll get better and the wins will come. On that note, my focus is getting as much experience in as possible and building my portfolio, so if you’re in need of any automations, feel free to reach out. I’m committed to getting results that create tangible value for whoever I have the opportunity to work with. To whoever reads this, have a blessed day ahead!
Cold Outreach and Proposal Agent
1 like • 1d
@Hicham Char Definitely and thank you🙏🔥 Just doing some research on cost efficient tools to build out a lead generation and enrichment automation to add to the system
1 like • 1d
@Muskan Ahlawat Thanks Muskan!🙏
🧠 Need Help: Scraping Google, Reddit & Facebook for Real Estate Leads (Buy/Sell Intents)
Hey everyone 👋 I’m working on setting up an automation workflow that can find people who are looking to buy or sell a house — by monitoring intent-based content on Google, Reddit, and Facebook. Basically, I want to catch posts or comments where someone says something like: - “I’m thinking of selling my house” - “Looking to buy a home in [location]” - “Best agent to help sell fast” - “Any advice for first-time home buyers?”...you get the idea — real buyer/seller intent signals. - I’ve already tried tools like Browse AI and a couple of Apify scrapers, but honestly didn’t have much luck. Either they got blocked, missed key posts, or just didn’t go deep enough. 💡 So I thought I’d ask here: - Has anyone done something similar? - Any tools, scripts, or strategies that worked well for you? - Especially anything that worked reliably with Facebook groups, Reddit threads, or Google search results? I’m open to any suggestions — even partial wins or things to avoid would be super helpful. Thanks in advance! 🙏
1 like • 15d
@Yash Maheshwari Great use case, glad you found a way to get it done! While you’ve explored scraping tools, have you come across any reliable lead scrapers primarily for email that are fairly priced? apart from Apify
Lead Gen Platforms
Does anyone know of some good quality and low cost lead scrapers that to use in workflows? Primarily to obtain email addresses…help would be much appreciated!
1 like • 15d
Thanks Hicham! let me test these out and see how it goes
API Error 400: Claude Code in VS Code
I’ve set up the Claude Code extension in VS Code. Halfway through my prompt this error message keeps showing up, I’ve refreshed and restarted it a couple of times with no luck. Claude code works perfectly in my windows terminal so i’m not sure what the issue is, has anyone had a similar issue?
API Error 400: Claude Code in VS Code
0 likes • 15d
@Hicham Char Unfortunately that hasn’t worked but i’ve used claude desktop for the past day and it runs like a charm. Just curious…there a reason Nate used VS code and are there any noticeable differences in performance and capabilities between the desktop version and using it in VS Code?
API KEY FOR FREE
In this short video, I show you step by step how to: - Get your API key - Add it correctly inside n8n - Connect it to the Chat Model node - Avoid the most common connection mistakes This setup is the foundation for building AI agents, chatbots, and smart automations in n8n. 👉 Watch the video, follow along, and test it on your side.If you get stuck or see an error, drop it in the comments and I’ll help you debug it.
API KEY FOR FREE
1 like • 18d
Short, effective and to the point. Thanks Salma!
1-8 of 8
Joshua Reed
3
18points to level up
@joshua-reed-8241
Committed to personal growth and pursuing mastery. Aiming to connect, study and contribute to top performers in their respective fields.

Active 21h ago
Joined Aug 11, 2025
Johannesburg, South Africa
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