They added agent as a tool nodes in their latest update and it's about to revolutionize how we build automation workflows. What This Actually Means Before: You had to build separate workflows for each agent, then somehow connect them together. Now: You can call sub-agents directly within your main workflow like having a team of specialists all working in the same room. Why This is HUGE Your workflow can now: ✅ Route tasks to specialized agents based on context ✅ Have agents collaborate and pass information between each other ✅ Scale complex operations without workflow management hell ✅ Debug and monitor everything from one dashboard While everyone's still figuring out how to build one decent AI agent, N8N just made it possible to deploy entire agent armies in a single workflow.

🚨 New Video Just dropped a deep dive on where AI is actually heading in business operations 🚀 Most companies are still just playing around with ChatGPT and basic chatbots, but the real game-changers are building complete "Agentic Operating Systems" - AI that handles 60-80% of their operational work autonomously. We're talking customer service, sales processes, scheduling, follow-ups, even complex decision-making. The companies doing this NOW are seeing massive cost reductions and operating at superhuman speed while their competitors are still stuck in "AI tourism" mode. Covered the 5-year timeline, what's actually possible today (spoiler: way more than you think), real implementation examples, and exactly what you should be doing about it. This isn't some future sci-fi scenario - the tech exists right now and early adopters are already pulling ahead fast. Check it out here - https://youtu.be/vxt6ma7ERn0 Here's a document on our AI Automation Opportunity Mapping Framework - https://docs.google.com/document/d/1amB-KtwKyuSkd_WUDfqe7imvJvCIPqgPtk9COO6BAlQ/edit?usp=sharing Let me know what your guys thoughts are as always :)

Hi! I need help with A2P registration on Twilio for two separate use cases: 1. Internal Company Messaging This number will only be used within a business, for communication between employees (e.g., HR messages, internal orders, etc.).Question: Do I still need to complete A2P registration for this internal-only usage? 2. B2C Messaging with Verbal Opt-In This number will be used to message customers. Here's how we handle consent:Customers call us first (inbound), and during the call, we ask:"Can we text you updates by SMS?"They verbally agree. Question: How do I describe this verbal opt-in to Twilio during the A2P registration process? (it already failed once) Thanks in advance!

Hi! I’m looking to build an AI voice agent that can outbound call marketing leads and set appointments. I’d love to hear expert advice on how to start building something like this. - Are there any platforms or tools you recommend for developing voice agents? - What are some best practices or common pitfalls to avoid? - Based on your experience, what’s something you wish you knew earlier when working on similar projects? Any insights you can share would be greatly appreciated. Thank you so much! 🙏🏻

Hey! I have two quick questions: 1. Every time I set my MCP to production mode (via the link), it switches back to testing mode when I click back on the module. Is this expected behavior? Does it automatically revert to testing mode when reopened, and should we just avoid clicking back into it? 1. I'm testing a very simple action — sending an email to myself. The workflow says it has been triggered, but I see no execution in the Gmail MCP logs, and no email is actually sent. Any idea what could be going wrong? and the webhook link should be good, as i copy paste it directly Thanks a lot!