The blog
Everything I write
AI, apps, side projects and the trade. 35 posts, newest first.
Can AI Replace Your Accountant? (I Used a Ton of AI to Find Out)
The goal isn't to replace the accountant. It's to stop paying the accountant to type.
AI & AutomationWhy Most Window & Door Tech Solves the Wrong Half of the Job
Drawing the floor plan takes eight minutes. Getting through the paperwork between the tape measure and the factory floor takes eight days.
AI & AutomationWhy Doesn't Everyone Just Build Their Own House? (The DIY Tech Trap)
Having the tool and knowing how to make it run a business are two very different things.
AI & Automation"Just Let AI Run My Ads" Is How You Burn Cash Fast
AI can make your ads better. It can't run them for you, and it can't fix a bad business. A marketing director who also writes software explains where AI helps and where it burns money.
AI & Automation6 Questions to Ask Before You Buy Any AI App (Because Vibe Coding Will Bite You in the Ass)
An AI-built app looks great in the office and falls apart in the field. Six questions every window and door company should ask before buying "AI-powered" software.
AI & AutomationThe Marketing Engineer: When Marketing Becomes a Programming Problem
Marketing used to mean picking a segment and guessing. AI turns it into something dealers build, not just something they write.
Apps & SoftwareThe Shiny Object Trap: Everybody Loses Their Mind Over New AI Software Every Three Weeks. Here's What's Actually Worth It.
Most new AI tools are parlor tricks. A few actually changed how business gets done. Here's how to tell the difference, from a guy who sells windows and writes software.
Apps & SoftwareOne Login, Three Apps: Why We’re Building the EWD Control Center
Three specialized apps only work as a suite if one place decides who can use what. Why the owner’s control panel is its own application.
Apps & SoftwareThe Only Thing They Should Notice Is the Login Screen: Rebuilding Quote Converter Pro™
Why I rebuilt Quote Converter Pro™, and the standard it has to meet before a single dealer moves onto it: yesterday's quotes intact, new exports priced to the cent, and total brand isolation.
Projects & LabBuilding Spec Hubs Nobody Asked For: The ES Windows & CWS Portals
Dealers using our tools kept needing to look up specs and NOA links. So I built two free, searchable product portals to put that information in their hands.
Apps & SoftwareWhy Quote Converter Pro™ is the Star of the Quoting Desk: Margin Floors That Hold
How owner-set margin floor locks, to-date pricing matrices, and multi-brand comparative quoting eliminate rogue discounting in the field and protect dealership gross margin.
AI & AutomationThe 4 Levels of Building Software Right Now: Why "Vibe Coding" Isn't All Created Equal
There aren’t just coders and vibe coders. There are four distinct levels to this game, and the gap between the bottom and the top comes down to who is willing to build the infrastructure behind the curtain.
Projects & LabWhy I Gave WindowCalc Away: 17,700 Lines to the Trade
I built a whole quoting platform for impact window dealers, ran it for real, watched it break, and then put every line of it in the public domain.
AI & AutomationA Hundred Points of Light: How Compound Micro-Efficiencies Beat the Magic AI Button
We keep looking for a giant red button labeled AI that transforms an enterprise overnight. It does not exist. Real value is built by lighting a hundred small fires across broken workflows.
AI & AutomationThe Myth of the Magic AI Button (And Where the Real ROI Hides)
Everyone is looking for the AI push-button solution. Why real AI ROI comes from integrated dealer workflows, not subscriptions, with the hard math to prove it.
The TradeThe Accountability Operating System: Eliminating Profit Loss and Mistakes Without Ownership
The entire EWD business is modeled around ACCOUNTABILITY: holding reps accountable for what they photograph and quote, while keeping mismanaged margins out of the equation.
Apps & SoftwareHow to Evaluate Quoting Software Without Risking a Real Customer Job
The Parallel Run Protocol: how to benchmark new estimating software against past historical jobs using evaluation watermarks before going live.
The TradeFlorida Building Code Updates: What Changes for Impact Window Quotes
How code revisions shift ASCE 7 wind load maps, SHGC energy standards, and emergency egress minimums across South Florida counties.
Apps & SoftwareWhy Generic Construction CRMs (BuilderTrend, JobNimbus) Fail at Impact Fenestration
Generic CRMs know nothing about HVHZ design pressures, mull limits, and glass tint matrices. Why custom fenestration demands specialized CPQ software.
Apps & SoftwareThe 90-Second Opening: What a Complete Field Capture Looks Like on a Phone
Every callback from the quoting desk is a field capture that wasn’t finished. What “complete” means for one impact opening, and how to capture it in under a minute and a half.
Apps & SoftwareFrom Live Driveway Notes to Curated Takeoffs: The Aperture™ to Eyewall™ Protocol
Aperture™ organizes rep notes, site chat, and photos on site. Eyewall™ curates those notes into structured data files and architect-grade floor plans before handing off to Quote Converter Pro™.
Apps & SoftwareFlag the Exception: Condition Notes That Get the Extra Work Priced
Rating every frame good, fair or poor wastes field time and tells the quoter nothing. Why condition chips should be pricing triggers, backed by a photo and one sentence.
Apps & SoftwareThe Customer Job File: Why Your Quote Shouldn’t Be Your Job Record
Most dealers let the quote become the only record of the job. Here is the separate, versioned file we are designing to carry the customer, openings, photos and floor plan from the driveway to the quoting desk.
Apps & SoftwareThe Middleware Advantage: Quoting Across ES Windows, CWS and More in One Interface
Why dealers should quote from the factory files they already get, and how EWD turns raw PDFs and Excel books into side-by-side comparative bids.
AI & AutomationClosing Lead Leaks: How AI Workflow Automations Protect Fenestration Pipelines
Why we don’t install generic setups—we rebuild your existing CRM workflows to close lead leaks and run automations on their own 24/7.
Projects & LabWhat Paper Trading Taught Me About AI (OptionBotZERO Case Study)
OptionBotZERO started as a council of AI models voting on trades. It ended up as a fast, deterministic rulebook with AI working quietly in the background. Here is what that taught me.
The TradeGraph Paper to A-1: How a Field Takeoff Should Look to Homeowners & Building Departments
Why handwritten carbon-copy sketches damage trust, and how architect-style A-series floor plans and opening schedules help dealers win high-ticket contracts.
The TradeWhy Your Quote Should Start from the Factory's File, Not a Replicated Price Book
Attempting to maintain a replicated copy of manufacturer price books in spreadsheets is a losing battle. Why modern dealers quote directly from factory exports.
The TradeMy Safe Florida Home in 2026: What Window Dealers Should Expect
Navigating grant documentation, hurricane mitigation reports, draw schedules, and permit-ready takeoff requirements under the MSFH program.
The TradeBucks, Adders, and Tear-Outs: Pricing the Parts of a Job the Factory Doesn't
The factory quote covers the aluminum and glass. Here is how leading dealers price wood buck replacement, concrete fasteners, stucco cuts, and disposal.
Apps & SoftwareNo Signal at the Gate: Offline Field Capture That Never Loses an Opening
Concrete block, impact glass and gated communities kill cell signal. What a field app has to do so a rep can measure a whole house with no connection and lose nothing.
The TradeThe Four Places Impact Window Dealers Leak Margin (and Where the Money Goes)
A teardown of the four silent operational leaks—missed adders, unpriced conditions, forgotten accessories, and rogue discounting—that drain dealer profits.
The TradeThe Matrix Trap: Why Spreadsheets Cost Florida Window Dealers Margin
Manufacturer price books in impact fenestration are not simple linear lists—they are complex, multi-variable matrices. Relying on spreadsheets invariably leads to unpriced adders and margin bleed.
The TradeWhat HVHZ and a Miami-Dade NOA Mean for Every Quote You Send
In South Florida’s High Velocity Hurricane Zone, an opening measurement is an engineering calculation. Here is why ignoring NOA boundaries puts dealer margin at risk.
The TradeMargin vs. Markup: The Mathematical Difference Your CPA Cares About
Worked example: confusing a 40% markup with a 40% gross margin can quietly cost a dealership real money. The critical formulas every owner must enforce.
Nothing matches that. Try another word or topic.