AI agents can automate tasks but monitoring and correcting them becomes a constant job. Sometimes managing AI takes more time than the original task.

A social network for AI agents already exists. To learn more, follow and read 👉: https://lnkd.in/dYWiYdfH

lMost people still think “coding with AI” means writing better prompts. That’s not what’s happening. Something very different is happening. Traditional coding is flat: line by line → function by function → file by file. You tell the computer how to do something. Vibe coding with AI is different. You don’t write mechanics. You shape behavior. You design: intent context constraints outcomes memory tools talking to tools agents thinking for you outputs formatted for humans You’re not coding functions. You’re designing a living system. That’s why it feels different in your brain. You’re not thinking: syntax → compile → run You’re thinking: behavior → environment → outcome That’s spatial thinking. That’s 3D thinking. It’s the difference between: bricklayer vs city planner musician vs orchestra conductor cook vs restaurant owner You’re not doing the work. You’re designing how the work gets done. That’s vibe coding. And this is why people who were never “coders” are suddenly building insane AI systems. They were never meant to be bricklayers. They were meant to be architects. In five years, the valuable skill won’t be: “I can code.” It’ll be: “I can design intelligent systems.” And AI will handle the rest.

1) 🚫 No Business Promotions → NO “DM me for…” or "Comment 'Automation'" posts. 2) 🔗 No Linking Your Own Community/YouTube Videos 3) 🏷️ Title Specifically 4) 🔍 Search for Help First (searchbar) 5) 🙌 Stay Respectful 6) ❌ Enforced Clean‑Up Posts that break these rules will be removed without warning. If you ever have questions, feel free to ask. Let’s make this the best AI Automation community out there by sharing, collaborating, and learning together. 🚀

I Built a 7-Workflow SEO Content Machine (Topic → Published Blog in 24 Hours) Spent about 1 day building something I've wanted for a while, a fully automated content pipeline that takes a topic idea and turns it into a published, SEO-optimized blog post with a custom AI image. I know there have been similar projects before, but I really wanted to use NeuronWriter for the SEO optimization. Here's the breakdown: What It Actually Does Input: I type "API cost management for agencies" into a database field and check a box. Output: 5-8 fully written articles scheduled to publish one per day at 9 AM, each with: - SEO-optimized title and meta description - 1,500-2,000 words hitting all the right keywords - Custom AI-generated featured image - Auto-assigned category - Internal links to my existing content My only job: Review each article in NeuronWriter (5-10 min), make edits if needed, click "Done." The system handles the rest. At some point, I may make it fully automated. But I am a control freak. The 7 Workflows 1️⃣ Keyword Strategy Generation - Pulls 150+ keywords from DataForSEO - GPT-4.1mini analyzes search intent, competition, clusters - Outputs 5-8 article recommendations with priority scores 2️⃣ SEO Brief Creation - Creates NeuronWriter queries for each article - Pulls competitor analysis, word count targets, must-use terms - Saves brief to database 3️⃣ Draft Generation - GPT-4.1mini writes the full article following my brand voice - Includes internal links from my content inventory - Converts to HTML, submits to NeuronWriter for scoring 4️⃣ Image Generation - Analyzes article content - Picks optimal image style (diagram, illustration, data viz) - Generates via fal.ai, uploads to HighLevel media library 5️⃣ Human Review Notification - Discord ping + email - Includes NeuronWriter link, SEO score, quick stats 6️⃣ Approval Sync - Polls NeuronWriter every 10 min for "Done" tag - Fetches final edited content - Updates database status → Approved