I Found The AI System Investors Are Using To Analyze Deals In Under 60 Seconds — And I’m Giving It To My Community Finding a good deal still takes too long. Most investors bounce between 6+ tools by hand — listing sites, spreadsheets, ROI calculators, outdated PDF reports. Hours of manual work, per property, before you even know if it’s worth an offer. One property. Five AI specialists. One clear answer. Instead of one AI trying to do everything, this system runs five specialized agents in parallel on every property — each focused on a single job — then combines their findings into one investment verdict. Here’s exactly how it thinks. Property in → a Workflow Manager assigns the job → Sales, Rental, and Location agents run their analysis → Strategy and Market agents weigh in → a Decision Engine combines everything into a Risk Score, ROI, and a full report. Meet the five agents doing the work. Comparable Sales, Rental Income, Neighborhood, Investment Strategy, and Market Conditions — each weighted, each specialized, each one checking the others’ blind spots. Every property gets one simple score. 0 to 100. One letter grade. One clear verdict — Strong Buy, Watch, or Walk Away — so you’re not staring at five spreadsheets trying to make a decision. And it hands you a report you can actually use. Executive summary, key strengths, key risks, and a suggested offer range — ready to bring to a negotiation, not just a number on a screen. I didn’t build this to keep it for myself. This is exactly the kind of system I bring into the community — real tools, real backend, not theory. Comment “ESTATE” and I’ll send you the full Claude Skill, free, while it’s still open in the classroom. 🐐

Most builders ship apps with zero security. They focus on features, design, and shipping fast. Security feels like homework. It's boring. It's not sexy. It doesn't get quote-tweets. Then they hit 10 users and the app starts breaking. Or worse, someone opens the browser console and realizes they can see the entire database. This is the exact 30-minute security checklist I run before every MVP launch. It's not exhaustive. It's not paranoid. It's the minimum viable security layer that protects you from the most common attacks and keeps your app from leaking data or racking up surprise bills. If you're shipping AI tools, SaaS, or any app with user data, bookmark this and run through it before you publish. 1. Row Level Security in Supabase This is the number one thing people skip and it's deadly. Without Row Level Security, anyone can read your entire database by opening the browser console and running a query. They don't need to hack anything. They don't need special tools. They just open DevTools and type a command. I've seen apps with thousands of users ship without RLS enabled. The database is wide open. User emails, passwords (hopefully hashed), payment data, everything. Here's how you check: Go to your Supabase dashboard. Click Authentication, then Policies. If you see zero policies, your app is completely exposed. The fix is simple. You need to add policies that restrict who can read, insert, update, or delete rows based on the authenticated user. If you're using Lovable, just ask it to enable RLS and write policies for your tables. It'll generate the SQL and apply it automatically. If you're doing it manually, here's the basic structure: Create a policy that says "users can only read rows where the user_id matches their own ID." Do this for every table that stores user-specific data. This takes 5 minutes and it's the difference between a secure app and a data breach waiting to happen. Don't skip this. Ever. 2. Test every single auth flow Signup, login, password reset, email verification.

This is why I love Lovable. Number two. And this time I have a completely different insight to share. This section did not take one prompt. It took time. Back and forth, message by message, token by token. And somewhere in that process I figured out something that changes everything about how you talk to Lovable. The language matters. I built myself a jargon — the actual vocabulary that web builders use — and when you speak to Lovable in that language it understands you faster, executes cleaner, and wastes far less credits and time. The difference is significant. Tell me in the comments if you want me to upload that to the classroom. Because here is the good news for you. I distilled every insight from that entire build process — every message, every correction, every token — into one single prompt that is already waiting for you in the classroom. I did the painful part so you do not have to. Honestly this time I am not completely happy with the visual result. But I said I would post and I posted. I will improve it next week and drop the updated version when it is ready. Next week we are adding two more sections to The Outliers Vodka site. Both fully documented as always. Worth following closely. Everything is already in the classroom. Go check it out.