Slack is often where critical data goes to die. I recently built an intelligent triage system designed to act as a silent operations manager, ensuring no action item ever falls through the cracks. 🛠️ The Tech Stack - Orchestration: n8n - Intelligence: Claude AI - Endpoints: Slack, Notion, and Google Sheets ⚙️ How it Works 1. Intelligent Ingestion: The workflow triggers via Slack webhooks and immediately filters for human messages to reduce API noise. 2. AI Analysis: Claude AI parses the message text to identify sentiment, urgency, and specific action items. 3. Dynamic Routing: 📈 The Business Impact This isn't just about connecting apps; it's about systems thinking. By automating the triage process, the team eliminated manual data entry and gained instant, AI-driven visibility into their operational bottlenecks.

I finally finished this multi-modal engine and it feels like having a full creative agency inside n8n. Most workflows stop at generating an image, but this one uses GPT-4 to analyze a reference and then creates both high-quality images and cinematic videos through Nanobanana and Veo 3. It even handles the file storage and database syncing automatically. It turns a raw idea into a full media kit in seconds. What kind of generative pipelines are you all working on?

Something I’m starting to notice: Most AI projects don’t fail because of the tech — they fail because of a hidden cost that shows up later. From your experience, what’s the most underestimated cost when building or deploying AI automations / agents? Could be: - Maintenance & edge cases - Monitoring & incident response - Client education / trust - Prompt drift or model changes - Over-engineering too early Curious what ended up costing you more time or money than expected.

I built a system that helps me filter jobs and notifies me immediately as they get posted, which has helped me be the first to apply and get the job. Here is the video how I made it:

Claude code is a massive tool . Used it to build our own CRM system with all specific functionalities we need for our business. And 4 levels of accessibility. That being said times have changed and what do you do to keep up with the speed of changes ?