Sharing builds, breakdowns, and lessons from working with AI in production. The stuff that actually matters when you're shipping to real businesses. 🔗 https://www.instagram.com/soumith_voiceai/

GoFocus AI is an AI agency that helps other AI agencies grow. Because we’ve been running our own AI agency for 2+ years, we understand the nuances of selling AI services that most marketing agencies miss. Our clients have served 11+ different niches, and we’ve personally worked across 4 continents. We’re currently able to guarantee 7 closed clients in 60 days to all AI agencies / ai business owners. Take a look at our funnel to see exactly how our process works: https://www.gofocus.ai/home-960467. Have used their services and they are really amazing!!

Hi all, I'm triggering Vapi outbound calls via n8n. Inbound works fine, but on Outbound, the agent ignores my n8n tools (Calendar/Booking). **The Blocker:** When using the API endpoint, does the automatically inherit the attached tools and Server URL, or do I need to hardcode them explicitly into the API JSON payload? if some one have any resource please share. If anyone has a working outbound JSON payload that successfully calls backend tools, please share. Stack: Vapi, n8n (Self-hosted).

I’m opening up bandwidth for a new project or long-term collaboration. I’m a senior full-stack engineer focused on building real, production-ready systems — not demos. My core strengths are: • Full-stack web apps (React / Next.js / Node / TypeScript) • AI agents & LLM workflows (chat, tools, RAG, multi-agent) • Voice AI (real-time calls, scheduling, assistants, call handling) • Automations & integrations (n8n, Make, CRMs, internal ops) • Scalable backend infrastructure and clean architecture I typically work with founders and teams who need someone that can think end-to-end: product, system design, reliability, and speed of execution. If you’re building something ambitious and want to move fast without cutting corners, feel free to DM me. Happy to review ideas, audit existing systems, or jump straight into execution.

📊 YouTube Automation — Real Numbers, Real Growth (Last 28 Days) 310,000+ views 267,000+ watch hours +3,500 subscribers €8,600+ estimated revenue This is what happens when YouTube is treated like a system, not a gamble. As a YouTube channel manager, my job isn’t guessing — it’s: ✅ Picking high-demand niches ✅ Building retention-focused videos ✅ Optimizing titles & thumbnails for clicks ✅ Scaling faceless channels with automation 🚀 YouTube automation is still one of the strongest digital assets you can build right now if it’s done properly.