Hi, my name is Muhammad Ibrahim Jaffar and I have been in the voice AI space since before vapi existed. I was building my own voice AI at that time. Since then I have always been at the cutting edge of development. I haven't just used pipecat or livekit. I have hosted open source models on bare metal to get cost as low as 1 to 2 cents a minute with imperceptible latency. I have been trying to innovate in this space and bring something cool and exciting. Today I want to introduce you to a new frontier: Voice agentic UX Its when websites come alive controlled by an agent and the user interacts with the website using his voice (or text). The paradigm is supposed to bring about novel and curated audio visual experiences to market for the future of web. Where website does things for you and all you have to do is ask like you would a person and it holds your hands and guides you through it. Here is an early tech demo example for a car dealership: https://www.loom.com/share/ec77d88f685f4b399d9009ffeb35107f We are at the cusp of a new market and you are the only ones who have the chance to get ahead. Really excited what you think about this.

One of the more meaningful AI voice projects I’ve built wasn’t for a business. This agent was for the client because his father was sick, and he wanted a simple way to make sure someone checked on him every day. So I built an AI voice agent that calls his father every day and handles the check-in automatically. The workflow was designed to: 📞 Call him every day at the scheduled time 🗣️ Have a natural conversation and ask how he’s doing 📝 Summarize the conversation after every call 📲 Send the summary to the family member so they know how the conversation went 🚨 Make up to 3 call attempts if he doesn't answer ⚠️ Send an immediate text notification if there’s still no response after the 3 attempts The interesting part wasn't just making an AI that could talk. It was designing the workflow around a real human need, making sure someone is checked on consistently, while keeping a family member informed. It also showed me that AI voice agents don't have to be limited to sales, appointments, or customer support. They can also be used for simple, repetitive check-ins where consistency really matters. Of course, for anything involving health or emergencies, the AI should not replace professional medical care or human judgment. The goal here was simply to provide an additional layer of communication and awareness. This was one of the projects that made me realize how much potential there is beyond the typical AI. What’s one everyday problem you think an AI voice agent could realistically help with?

This AI-powered content automation system that takes care of the repetitive work behind content creation and distribution. You give it a topic From there, the system can: → Research the topic → Generate the content → Create the video/content assets → Generate supporting visuals → Prepare the content for different platforms → Automatically publish across multiple social channels → Store and organize everything → Keep the entire workflow running without manually moving files or posting content Instagram. YouTube. TikTok. Facebook. LinkedIn. X and more. The goal isn't just to use AI to create content. It's to build a system where AI handles the entire content pipeline from idea → creation → distribution. One input. Multiple platforms. Almost zero manual work. If you need to automate one thing, what would it be? Would love any feedback!!

I’ve been working on an AI Receptionist that can handle inbound calls, answer questions, collect customer information, check availability, and book appointments automatically. Built the workflow from scratch and turned it into a problem solving agent. Curious to hear from everyone here, are ai receptionists still a strong opportunity in 2026, or is the market getting too saturated? 👀

Hi, I am doing some research on the agent builder workspace and wanted to speak with some builders that may be able to offer some insights into tools, workflows, automations, challenges, etc... I'll give $50 to anyone who I'm able to do an interview/call with.