One Idea. A Blog Post and a YouTube Short. Zero Manual Publishing.
We run a full content operation — blog post plus YouTube Short — from a single idea, with one human approval step and zero manual publishing. Here's the exact system.
Behind-the-scenes on the AI systems we build, the results they drive, and the lessons we learn along the way.
We run a full content operation — blog post plus YouTube Short — from a single idea, with one human approval step and zero manual publishing. Here's the exact system.
We built a cold email outbound system, thought it was working, then built a dashboard — and discovered we were silently dropping replies from leads who didn't exist in our CRM. Here's what we found and how we fixed it.
Everyone's building ML models to categorize bank transactions. We did something dumber. It works better.
We were paying $960/year for Notion and fighting it every day. So we built our own CRM. It took two weeks, runs on hardware we already own, and our AI agent can query it directly.
We haven't touched a dependency audit in months. Every morning at 5am, our AI scans every repo we manage, finds vulnerabilities, and opens the fix. We review it over coffee.
When agents start writing their own reusable code, a malicious skill can infect every agent on every future task. Here's the security system we built to stop that.
Our AI agent was escalating every property question to a human. The answers were already there — trapped in a Facebook group. Here's how we gave her access to them.
Most AI email agents respond and forget. We built one that reviews every email it sent, grades its own performance, and gets better every week — no retraining, no new prompts, just a feedback loop.
We built an AI investor concierge that runs follow-ups automatically — but every message goes through a Telegram approval first. Here's the design philosophy, and how trust levels let us hand the wheel over gradually without losing control.
Everyone in real estate is asking if they should replace GHL with AI. Wrong question. We didn't replace it — we made it smarter. Here's how.
Everyone's trying to stop AI hallucination with better prompts. We stopped it by keeping the AI ignorant.
8 minutes with Claude and Chrome DevTools MCP, every admin-panel setting walked, four things worth changing.
We replaced a lending company's entire drip sequence with an AI that picks the right channel, adapts per borrower, and knows when to escalate.
How we built an AI assistant that runs the entire webinar funnel — from registration to follow-up — and helped a client raise $200K from a single event.
AI agents are getting their own wallets, bank accounts, and buying power. If your business isn't ready to sell to them, you're invisible.
We built an AI investor concierge that gates what it shares based on where investors are in the funnel. Most AI follow-up tools can't do this.
Most AI agents forget everything after each task. We built ones that get smarter every time they work.
How we stood up a full multi-agent AI team — each with their own communication channel — on dedicated hardware in under 24 hours.
A real estate company was paying someone full-time just to move data between systems. We built an AI agent that does it in minutes. Here's what happened.