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Understanding Your Vision

You gave us a recipe. We read between the lines and saw the whole menu.

TPS Report What You Sent Us

Your Developer Handoff document was clear on the ingredients: WordPress, Elementor, Airtable, a county map, broker assignments. Technical specs. Assembly instructions.

"Here's a side dish. The ingredients are listed. Some prep work is shown."

But a recipe doesn't tell you who the guests are. It doesn't explain the occasion, the main course, or whether you're hosting a casual dinner or a catered event.

We can follow recipes—and we did, exactly as written. But after researching the real estate relocation industry and reading between your lines, we realized: you're not asking for a side dish. You want a full meal experience.

So We Did Our Homework

To understand your vision—not just your spec—we went beyond the document:

BONUS

Market Intelligence Report TPS Report

320,000 independent brokerages. $1.9B annual tech spend. State licensing data sources. The opportunity hiding in plain sight.

Read the TPS Report
3

Learned the Industry

Referral networks, relocation certifications, territory management—the business behind the buttons.

4

Catalogued the Pain

Rate limits. Plugin sprawl. 4-second loads. Broken forms. Hidden costs.

5

Applied What We Know

We've built marketplaces, membership systems, and geographic data platforms. Patterns emerged.

Our First Instinct? Ask "Why?"

Before writing code, we dig until we understand the story behind the spec.

WHY does this need to exist?

"Why do you need a WordPress map?"

"Because I want to display brokers on it."

"Why?"

"Brokers need a way to find each other for relocations."

"Why can't they use existing networks?"

"Vetting 3,000+ brokers is painful. Franchises aren't the answer for hometown brokerages who'd rather work together."

Now we understand the story.

HOW will it actually work?

  • How will brokers discover the network?
  • How will referrals flow between them?
  • How will billing and territory fees work?
  • How do you handle delinquent brokers?

WHO are we serving?

  • Who is the ideal broker persona?
  • Who is the competition? (Cartus? GMAC Relocation?)
  • Who are potential allies or partners?

Only then do we propose a solution.

This approach means fewer surprises, less rework, and a product that actually fits your business—not just a spec.

We know this is just the start.

You have questions we haven't asked yet. Considerations we haven't thought of. Edge cases that only become obvious once you've run a relocation network for years. That's expected. We needed to start somewhere—and this proposal is an invitation to continue the conversation, not the final word.

What We Actually Built

Proposals are easy. Working code is harder. So we built both—what you asked for, and what we think you need:

WordPress Version

"As Prescribed"

Built exactly as specified. WordPress + Elementor + Airtable. Your baseline for comparison.

WordPress + Elementor + Airtable + WP Google Maps

Modern Platform

The Astro Solution

The complete relocation network system. Modern tools, professional practices. The "full meal."

Astro + Python + PostgreSQL + Docker

Why Build Both?

Proof, Not Promises

"Our solution is faster" is meaningless without evidence. The 27× speed improvement in our proposal? That's measured against your actual spec, not a strawman.

Your Spec, Delivered

You might have constraints we don't know about. Building what you asked for proves we can follow a spec—even when we see a better path.

Show, Don't Tell

We don't tell you modern tools are better—we show you. Click both sites. Feel the difference.

How We Got Here

Your PDF to two working platforms in seven steps:

1

Read the Brief

Parsed your PDF. Identified what was said—and what wasn't.

2

Poked the Live Site

Crawled your pages. Hit rate limits. Found the Airtable backend.

3

Grabbed the Data

Extracted 3,145 counties with FIPS codes and broker assignments. 99.8% coverage.

4

Built Your WordPress

Followed the recipe exactly. WordPress + Elementor + Airtable + WP Google Maps.

5

Built the Alternative

Astro + FastAPI + PostgreSQL + Leaflet. The "full meal" version.

6

Ran the Numbers

Same tests, both sites. Result: 27× faster.

7

Made This Pitch

You're reading it.

Did We Get It Right?

We made assumptions. Filled in blanks. Proposed an alternative you didn't ask for. Let's talk about what we nailed—and what we missed.

Airtable MCP Server

Open source on GitHub

TL;DR: We built an open-source MCP server that lets AI assistants like Claude work directly with Airtable bases—using proper OAuth instead of API keys.

OAuth 2.0 flow — no API keys to manage
Create, read, update, delete records
Schema discovery — AI understands your data structure
Built with FastMCP — modern Python, production-ready

We know Airtable's limitations firsthand. This project was our way of making it easier to work with.

🎉

Flair Earned!

The Proposal

🎖️

You earned your first flair!

What should we call you?

Jump to Conclusions
Jump to Conclusions
Are You Helpin?
Are You Helpin?
Feature Complete
Feature Complete
Work Faster
Work Faster
Not in Kansas
Not in Kansas
People Person
People Person
VISITOR
Building on Fire
Building on Fire
It's Beer Hour!
It's Beer Hour!
Ask Me About My Flair
Ask Me About My Flair
Everyone Loves a Redhead
Everyone Loves a Redhead
☀️
Sunshine State
🏔️
Rocky Mountain
0 / 12 flair

"We need to talk about your flair..."

— Stan, Manager

Current page: Are You Helpin?