Projects using Agent.aiProjects using Agent.aiBuilding AI Agents That Actually Work: From Automation to Autonomy
I’ve been deep in the weeds building AI-powered automations and autonomous agents that go beyond simple prompts.
My current focus:
Designing task-oriented AI agents that can reason, plan, and take action
Automating real workflows (ops, research, content, internal tools) with LLMs + APIs
Turning messy, manual processes into reliable, scalable systems
Exploring multi-agent setups, tool calling, memory, and guardrails
The goal isn’t “AI for demos” — it’s production-ready AI systems that save time and unlock leverage.
If you’re thinking about:
AI agents for your product or internal team
Replacing repetitive workflows with automation
Shipping AI features that users actually trust
Happy to share learnings, patterns, and pitfalls I’m seeing as this space moves fast 🚀 One Gate: Voice-controlled Gmail, Calendar, and Drive that can't fire the wrong thing
Every "AI agent" demo shows a voice command turning into a sent email like magic, but almost nobody shows the part that actually matters: what stops it from sending the wrong thing. I built proof: an agent that runs your Gmail, Calendar, Contacts, and Drive by voice reply to a thread, schedule a meeting, archive an email, find a file hands-free end to end, but never fires anything irreversible without you saying so. The honest hard part isn't getting an LLM to sound smart, it's this: a transcript goes to LLM against a strict JSON schema and comes back as an ordered plan, every step tagged reversible or not and exactly one thing in the whole system is allowed to check that flag. Finding a thread, drafting a reply, creating a calendar event: those just run.
The result covers real ground without ever feeling like it's guessing: forward or reply to email with the original quoted underneath, archive/label/trash, resolve a name to a real address through your Contacts first and your mail history as fallback, schedule an event that creates quietly and only emails the invite after a second confirmation, answer "what did John say" or "what's on my calendar Thursday" grounded in content actually fetched from your account not hallucinated. No backend, no server anywhere in the loop AI Outbound Calling Agent Vapi AI Setup & Integration for Real Estate Leads
Most real estate leads go cold not because they weren't interested, but because nobody called them back fast enough, or the follow-up stopped after one or two tries. That's the gap I fix.
I build and set up AI voice agents (using Vapi AI) that call your leads automatically right when they come in, and again on a schedule if they don't answer or don't book. This isn't a generic chatbot bolted onto your CRM. It's a voice agent trained on how your business actually talks to leads, connected directly into your pipeline so every call, answer, and outcome gets logged where you can see it.
I have set this up before for real estate teams and agents, so I know where the calls usually break down and what actually needs to be automated versus what still needs a human touch.
What I set up for you:
Vapi AI voice agent built around your real estate scripts (qualifying buyers/sellers, booking showings, confirming appointments, handling objections)
Outbound calling flows so new leads get called within minutes, not hours
Automatic re-attempts for leads who don't pick up no lead sits untouched
Integration into your CRM (GoHighLevel or whatever you're running) so call outcomes update your pipeline automatically
Call transcripts and summaries so you know exactly what was said, without listening to every recording
Basic reporting so you can see call volume, answer rates, and where leads are dropping off
What I need from you to get started:
Access to your CRM (or details on what you're currently using)
Your current call script or a sense of how you talk to leads
Lead source info (where leads are coming from, volume, etc.)
If you're not sure whether your current setup even needs this, happy to hop on a call and look at what's actually happening with your leads first no pressure either way. 
