for thoose who liked my new published directshell i would be very happy if you could leave a upvote and or commentary on producthunt. you can find it here : https://www.producthunt.com/products/directshell-agents-can-now-use-any-app?utm_source=other&utm_medium=social whole story here: https://www.skool.com/ai-automation-society/i-built-a-new-software-primitive-it-replaces-ai-screenshot-agents-and-vision-based-ai-browsers

First things first : This is a Open Source project. No Funnel. No sell. No nothing to make that clear. Every AI agent framework I've seen does the same thing: take a screenshot, send it to a vision model, guess where to click. It works — sometimes. The best benchmarks show 42-72% success rates and 10-20 minutes per task. I asked a different question: why is AI looking at screens at all? Every Windows application already describes itself as structured text through the Accessibility Layer (built for screen readers since 1997). Every button says its name. Every field shows its value. Structured. Queryable. Free. So I built a small tool that reads this tree and stores it in a local database. Instead of "here's a screenshot, guess where Save is", the AI asks "which buttons exist?" and gets a text answer in milliseconds. Results on day 1: - 360 Google Sheets cells filled in 90 seconds - Token cost per step: 50-200 instead of 2,000-5,000 - Works with any LLM — including local models - Works with any Windows app, not just browsers Open source, 700KB, Rust: https://github.com/IamLumae/DirectShell Whitepaper : https://dev.to/tlrag/-directshell-i-turned-the-accessibility-layer-into-a-universal-app-interface-no-screenshots-no-2457 Youtube Demo: https://youtu.be/nvZobyt0KBg Curious what you think — is this useful for your automation workflows, or is browser-only good enough for most use cases?

Thinking out loud about WhatsApp Cart Recovery for e-commerce stores… Email abandoned cart flows are everywhere, but in India most customers don’t even open promotional emails. WhatsApp, on the other hand, gets read almost instantly. So I’m exploring building a simple system that: • reminds shoppers about their cart on WhatsApp • lets them reply with questions • brings them back to checkout Curious to hear from fellow automation builders or anyone working with e-commerce workflows:: 1️⃣ Have you tried WhatsApp recovery before? Did it work better than email? 2️⃣ If you were to use something like this, what would matter most — recovery rate, automation, or customer experience? 3️⃣ What would make you trust a service like this enough to try it? Not selling anything — just trying to understand whether this solves a real problem or is just another shiny automation idea. Would genuinely appreciate your thoughts 🙌

Hello, my name is Saeed.I’m from Iran, and I’m currently looking for a job related to the field I’m skilled in. I have experience building different automations using no-code tools like n8n and Relevance AI, and I’m confident in creating efficient workflows. I’m looking for a job opportunity where I can both gain more experience and create a stable source of income. I’ve shared some samples of my work in the images, but my main projects and workflows were built in Docker with n8n. Unfortunately, after updating my system, I lost many of my automations, and these are the only samples I currently have. Some of the workflows I’ve built include: • A workflow that extracts videos from YouTube and automatically creates engaging text and social media posts from them.This type of automation is perfect for content creators who want to turn long YouTube videos into short-form content but don’t have ideas or time to do it manually. • Another workflow that extracts targeted businesses from Google Maps, finds their emails, and then automatically sends thousands of sales emails and messages within minutes. These are just a few examples — I’ve built many other workflows and have strong hands-on experience with automation, though explaining all of them would take quite a while. I’m also happy to build a few free workflows for your business as a trial, so you can test my work and decide if you’d like to continue working together. If you’re interested in collaborating based on what I’ve shared, feel free to leave a comment under this post or send me a direct message. You can also contact me on Telegram with this ID:Saeed_std09 Looking forward to connecting and collaborating.

If you've sold an AI automation to a client, any tool, any industry, I want to hear about it. I'm collecting case studies to break down on the channel. This is your chance to build authority, get your brand out there, and showcase what you've built. 🎁 Bonus: I'll be analyzing all submissions and sharing the trends with you: what's selling, which industries are buying, and where the opportunities are. So even if you don't get featured, you'll benefit from the data. 👉 Fill it out HERE Takes 5 minutes. You can submit multiple projects.