I've been using n8n for a few automation tasks and I'm looking for more ideas, especially around software development and machine learning. I'm curious what workflows people are actually using in their day-to-day work rather than just demo projects. Things I'm interested in include: - GitHub automation - AI/LLM workflows - Model training or evaluation pipelines - Dataset processing - Monitoring and alerts - DevOps or CI/CD integrations - Documentation or code generation Would love to hear about workflows that have genuinely saved you time or become part of your daily workflow. Always looking for ideas I can adapt to my own projects.

Hi everyone! Just joined the group and thought I’d drop a quick intro. I run a tech agency, and we basically help growing businesses fix a very common problem: missed leads and front desk chaos. You know how it is—business owners often end up losing out on hot leads just because their team is too busy to pick up the phone, or because calls come in late at night. To fix this, my team builds custom AI automation for businesses. Here is a quick breakdown of exactly what we do: AI Calling Agents: We deploy a smart voice AI that answers calls 24/7, handles basic queries, and even books appointments straight on your calendar. Missed Call Rescue: If a call gets missed, the system instantly fires off an SMS to the caller so they don't bounce to a competitor. Lead Classification: The AI actually talks to the leads, qualifies them, and categorizes them automatically. This way, your sales team knows exactly who is a hot prospect and who is just window shopping. CRM Integrations: We seamlessly plug all this data straight into GoHighLevel, Zoho, or your existing systems. So, absolutely zero manual data entry for your team! Basically, we put your front desk on autopilot so you can focus on actually growing the business. If anyone is looking to plug their lead leaks or streamline things this year, I’d love to connect and chat. Looking forward to learning and interacting with you all! Cheers, Soumyajit

If you've been buying AI tools for years but rarely selling them, AppsfieldAI immediately grabs your attention with a different promise. Instead of giving you another AI application to promote, it aims to provide an entire AI software business that comes preloaded with products and an AI sales agent designed to guide visitors through the buying process. That idea alone made me curious. >> Visit AppsfieldAI and Get $997 Worth Bonuses and Special Offer I've reviewed dozens of AI software launches over the last few years. Most claim to automate everything, but after logging in you're still responsible for writing sales copy, creating demos, answering customer questions, managing payments, and convincing visitors to buy. AppsfieldAI approaches the problem differently. Rather than building another chatbot, it combines three components into one platform: - A ready-made AI SaaS store - Ten built-in AI software products - An AI DealMaker Agent that interacts with potential customers inside the store. After carefully reviewing everything included, here's my complete experience and whether I think AppsfieldAI is actually worth purchasing. What Is AppsfieldAI? AppsfieldAI is an AI-powered SaaS store builder that creates a fully branded online software store in just a few minutes. Unlike traditional store builders that only generate pages, AppsfieldAI also includes an AI sales assistant called the DealMaker Agent. According to the product documentation, the AI agent can: - Welcome visitors - Ask qualifying questions - Recommend suitable products - Play product demonstrations - Answer pricing questions - Handle objections - Recommend upsells - Guide customers toward checkout The goal isn't simply to display products—it's to automate much of the sales conversation that typically requires a human salesperson. My First Impression The first thing that stood out wasn't the design.

If you've ever purchased a software launch only to realize the basic version wasn't enough, you're probably wondering whether the AppsfieldAI Bundle is actually worth it. I had the same question before going through everything included. Unlike many launches that simply add random bonuses to increase perceived value, AppsfieldAI takes a different approach. >>Visit AppsfieldAI To Get $997 Worth Bonuses Use Code : "EARLY50" for $50 OFF The bundle combines the core AI store platform, an AI sales agent, commercial rights, launch bonuses, training, and additional digital products into a single package designed to help users launch an AI software business more quickly. After reviewing everything included, here's my honest assessment of whether the complete bundle offers real value or if the standard product alone is enough. What Is the AppsfieldAI Bundle? The AppsfieldAI Bundle is the complete launch package built around the AppsfieldAI platform. Instead of receiving only the core software, buyers also gain access to additional training, business resources, niche store templates, outreach materials, digital products, and commercial rights. The goal is to shorten the time between purchasing the software and launching a working AI storefront. From an overall perspective, the bundle is aimed at users who want more than just software—they want a ready-to-use business framework. What's Included in the Bundle? According to the launch page, the bundle includes: Core AppsfieldAI Software The main platform allows you to launch an AI SaaS storefront stocked with ten AI applications while using the built-in DealMaker AI Agent to engage visitors and assist with sales. 10 Ready-to-Sell AI SaaS Apps Rather than starting with an empty store, your storefront includes AI tools covering areas such as: - Lead generation - Email automation - AI image creation - Video generation - AI music - Business management - Headshot generation - Hook writing - QR code generation

Curious what people here are actually building with n8n. Not demos — real workflows that you use regularly. Could be things like: Lead automation AI agents API integrations Internal tools What’s one workflow that saved you the most time?