Check out our new The REAL AI Podcast for this week – Episode 24 4/27/26 – AI generated with hosts Miles and Grace
REAL AI: AI for Safe Vibe Coding, REALTOR QUEST, AI stats and facts, headlines, and AI quote of the week
By Kevin Hawkins with Korey Hawkins | April 27, 2026 – Vol. 4 Issue 17
REAL AI is the industry’s first and most popular weekly newsletter helping real estate professionals stay on top of the most important AI developments so they can save time, stay safe, and improve their business every day.
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AI for Safe Vibe Coding
What if you could use your business tiered version of ChatGPT, Claude, or Gemini to build a simple calculator for your real estate business in a couple of minutes, without knowing a word of code or putting your computer, your data, and client information at risk?
To create a program or a widget without knowing how to write computer code is called “vibe coding.” You describe what you want, the AI writes the code, and suddenly, you have a working tool.
For real estate agents, that means you could nearly instantly create a commission calculator, a seller net sheet estimator, a rent vs. buy calculator, a mortgage calculator, or a simple “how much home can you afford” tool you can use in a buyer meeting.
That’s the good news.
But be careful out there
This caution is just as important: vibe coding can be very dangerous if you don’t limit your scope. From the start, we warned real estate agents against using vibe coding to build AI business tools.
Connecting vibe-coding platforms like Lovable to your Gmail or CRM is handing a stranger the skeleton key to your digital life. If the platform has a security breach, like Lovable just did, so do you.
Fortunately, there is a safer path, since vibe coding is the future of AI. But most real estate agents should stick to creating only simple, self-contained HTML tools that run entirely offline and do nothing more than the task you asked them to do.
The key is better prompting
We spend a lot of effort teaching real estate agents about how to construct better prompts in “The REAL AI Guide for Real Estate Agents.” Today, using AI to help craft better prompts is the best shortcut, but understanding the best prompt process is vital.
When you ask an AI assistant to make a calculator, don’t just say, “Build me a mortgage calculator.” That leaves too much room for the tool to add things you didn’t ask for, including outside libraries, web connections, unnecessary scripts, or features that go beyond a simple local calculator.
If your goal is safety, then clarity, specificity, and iteration beats creativity.
The safest way to vibe code
For a simple calculator, the best approach is to ask for a single self-contained HTML file. That means everything is inside one file, including the structure, appearance, and logic. Nothing else needs to be downloaded. Nothing should call the internet. Nothing should ask for access to your clipboard, microphone, location, files, or browser storage.
That last point matters. A local calculator should act like a calculator, not like a mini app trying to do ten other things.
That doesn’t mean every HTML file is dangerous. In fact, a plain local HTML calculator is usually low risk. But the smartest move is to tell the AI exactly what not to include before it starts writing code.
A master prompt worth saving
Here’s a strong starter prompt you can reuse:
Create a single self-contained HTML file for a simple calculator that runs entirely offline in a browser on my computer. Put everything in one .html file, including all necessary styling and calculator logic. Do not use external libraries, CDN links, remote fonts, images, scripts, or stylesheets. Do not include internet activity, file access, clipboard, camera, microphone, location, notifications, browser storage, popups, redirects, downloads, new tabs, eval, new Function, obfuscated code, or minified code. Keep the code simple, readable, and fully commented, and make sure it functions only as a local calculator. Use a clean, modern CSS layout (like a ‘Card’ style) so the tool looks professional on a laptop screen during a client presentation. Before providing the final code, review it and confirm that it has no external connections, permission requests, or unnecessary features.
That’s a much better prompt than “make me a calculator.”
Pro tip: Ask the AI to explain the inputs, outputs, and formulas before it writes the code. That gives you a chance to catch incorrect assumptions before you ever download a file.
Final step: Trust, but verify
Before opening any AI-generated file, paste the code into a different LLM and ask it to audit the logic. Using a second model as a cross-check helps catch “hidden” internet calls, permission requests, or suspicious JavaScript that the first model might have included without explanation.
The smartest vibe coding doesn’t come from trusting the machine. It comes from telling it exactly where the vibes stop. (-Kevin)
Meet The REAL AI GUY in person at REALTOR QUEST 2026!
REALTOR QUEST 2026 is expected to be the largest convention for REALTORS in North America, drawing upwards of 13,000 attendees. Kevin Hawkins, real estate’s “REAL AI Guy” and Amazon best-selling author of The REAL AI Guide for Real Estate Agents, will teach a session called 5 AI Skills Every Agent Must Master Now on May 13 and 14. Expect practical takeaways, real-world relevance, and a clear look at the AI capabilities agents can use today to strengthen their business, better serve their clients and win back more time! Kevin also be in the exhibit hall signing his book and answering your AI questions.
Discover how to attend here: https://realtorquest.trreb.ca
AI Facts and Stats
1. 55% of brokers surveyed said they are increasing their technology budget specifically for AI integrations.
2. 28% of real estate companies surveyed stated they are using AI for predictive maintenance in smart buildings.
3. 65% of tenants surveyed said they find AI-managed maintenance requests more efficient than human-led processes.
4. 72% of real estate professionals surveyed believe that AI will automate more than 20% of their current workload.
5. 45% of real estate executives perceive “lack of understanding” as the biggest barrier to AI adoption.
Source: WifiTalents (-Korey)
AI Headlines
Introducing ChatGPT 5.5 | 4/23/26 OpenAI
OpenAI’s latest model strengthens agentic coding and complex knowledge work, helping AI carry more of the task from start to finish.
The Real Estate Genie in the Bottle | 4/18/26 WAV Group
AI has become real estate’s magic lamp.
26 MLSs Drive Restb.ai Past 1 Million Agents With Nationwide AI Deployment | 4/20/26 RISMedia
Restb.ai’s AI technology now holds the title for most widely used AI tech in real estate.
How AI is intensifying real estate fraud – and what agents can do | 4/21/26 Inman
Cybersecurity risks are being reshaped by AI, making it easier for scam artists to fool brokerages and agents.
New Delta Create Studio Delivers Marketing Design (+ Canva Integration) and AI-Powered Content Creation | 4/22/26 RE Technology
Delta Media’s newest marketing design tool may be the most advanced full integration with Canva to date
Why AI is still a subpar real estate agent replacement | 4/21/26 HousingWire
While AI speeds up real estate tasks, it lacks the proper judgment and empathy that real estate agents provide.
How AI Search Will Separate Leaders From Laggards in Real Estate Over the Next Two Years | 4/22/26 CityBiz
It’s time for real estate professionals to establish AI visibility before it becomes well-known.
AI real estate company helping Austin buyers, sellers | 4/22/26 MSN
TurboHome wants to streamline homebuying in Austin, but AI can’t replace the human element.
Watch ChatGPT Draft a Real Estate CMA all on its own | 4/21/26 Elite Agent
AI use in real estate is shifting from an assistant role to a trusted delegate.
BONUS – Song: “The Broker Went Down to Georgia” | 4/22/26 Hive MLS
A song about AI and MLS data security, created by Hive’s Patrick LaJeunesse and WAV Group’s The REAL AI Guy, Kevin Hawkins, using ChatGPT and Suno. (-Korey)
AI Quote of the Week: Scott Coggins – The Agency Nashville
How safe is AI? You need to read The REAL AI Guide.
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