Blog

Field notes from the build.

How we ship custom software fast — the AI stack we run, what things actually cost, and when to build custom vs buy.

Pet Retail
Pet Retail

Pet supply store software in Baltimore: the shelf is a register you did not file

Maryland makes a shop that offers a bag for sale a “distributor” of commercial feed, requires every product to be registered before it is sold, and then excuses the shop only while somebody else’s filing holds and the label has not changed. The state publishes the whole register — as a 1,140-page PDF with no search box. We downloaded it and counted all 34,147 rows.

Jacob Mink · Sep 15, 2026 · 42 min read
Resale & Consignment
Resale & Consignment

Consignment and resale shop software in Baltimore: the shelf has four owners

A resale shop is the only retailer whose stock mostly is not its own, and Maryland answers “whose is it?” in four different places. One of them turns on a $1,000-per-delivery tripwire.

Goda · Sep 14 · 39 min
Print & Signs
Print & Signs

Print and sign shop software in Baltimore: the message decides the price

Baltimore prints two sign permit fee schedules that cross at exactly 35 square feet, and measures channel letters and a printed panel differently. The ADA specifies your letters to the sixteenth of an inch.

Jacob · Sep 14 · 36 min
Auto Parts
Auto Parts

Auto parts software in Baltimore: the return is a purchase

A parts store sells a part and buys half of it back an hour later. Maryland taxes that returning core even when you refund it, wants a VIN when it is a catalytic converter, and since 1 January 2026 puts $6.00 of fees on every tire.

Goda · Sep 13 · 32 min
Maryland Privacy
Maryland Privacy

Maryland’s Online Data Privacy Act for online stores: 35,000 is not a customer count

Maryland’s privacy law counts residents whose data you handle, not customers. A shop whose audience is 80% Maryland crosses the line with 43,750 people a year; a national store needs 1.91 million.

Jacob · Sep 11 · 30 min
Maryland Tax
Maryland Tax

Maryland’s 3% tech tax on custom software: one invoice, six answers

Maryland taxes custom software, web design, SEO and business SaaS at 3%. One $12,000 invoice can owe $360, $231.43 or nothing, depending on six facts that have nothing to do with the code.

Goda · Sep 10 · 26 min
Food Trucks
Food Trucks

Food truck software in Baltimore: three hundred feet from yesterday

Baltimore draws a 300‑foot circle around every business that sells what you sell, and a second one around every place your own truck stood in the last 48 hours. No point of sale records where a truck stood.

Jacob · Sep 10 · 39 min
Music Stores
Music Stores

Music store software in Baltimore: the rental is not a sale

Maryland says a band rental may not be deemed a retail sale, and Maryland says a sale includes a transfer of possession by rental. One clarinet, two statutes, opposite answers.

Goda · Sep 9 · 38 min
Bike Shops
Bike Shops

Bike shop software in Baltimore: the class is not a property of the model

Maryland lets a repair change an e‑bike’s legal classification and puts the duty to fix the label on whoever did the work. The class belongs to the serial number, not the product.

Jacob · Sep 8 · 34 min
Furniture Retail
Furniture Retail

Furniture store software in Baltimore: the certificate that names a different product

A mattress certification is true only when it is sold with the foundation the label names by number. The claim belongs to a pair of products; every retail system stores it as a flag on one row.

Goda · Sep 6 · 44 min
Garden Centers
Garden Centers

Garden center and nursery software in Baltimore: the plant you may still sell and may no longer buy

Maryland prohibited thirteen plant species on 15 January 2026. Acquiring them stopped that day; selling the stock you already held did not. Every point of sale uses one flag for both.

Jacob · Sep 6 · 43 min
Seafood
Seafood

Seafood market and crab house software in Baltimore: the oyster carries its own paperwork

The FDA excused raw bivalve molluscan shellfish from its new traceability rule because the tag stapled to every sack already does the job. The crab eighteen inches away got no such excuse.

Goda · Sep 4 · 46 min
Trucking
Trucking

Trucking and drayage software in Baltimore: the invoice kept its fields and lost its addressee

A federal rule says a demurrage invoice must carry twenty pieces of information, and that leaving one out cancels the charge. In December the section defining who to bill was deleted.

Jacob · Sep 3 · 43 min
Car Service
Car Service

Limousine and black car software in Baltimore: service type is not a dropdown

Maryland defines limousine service as using a Class Q vehicle, and a Class Q vehicle as every limousine operated for hire — and the amenity list that breaks the circle still names a video cassette recorder.

Goda · Sep 3 · 46 min
Alarm Systems
Alarm Systems

Alarm company software in Baltimore: the county line runs through your database

Maryland forbids every county from registering your technicians, then lets every county regulate your company and your customers — and the city wants a filing within ten days of every job.

Jacob · Sep 1 · 52 min
Liquor Stores
Liquor Stores

Liquor store software in Baltimore: opening time is not a setting

Baltimore issues three package-goods licenses for the same shelf of bottles and none of them may open at the same hour — and the seven-day one sells ten fewer hours a week than the six-day one.

Goda · Sep 1 · 37 min
Auto Dealers
Auto Dealers

Used car dealer software in Baltimore: the model year is not a field

Maryland caps the finance charge on a used car by model year, so a 2024 model capped at 22% today is capped at 27% in January — and overcharging forfeits every dollar of finance charge, not the excess.

Jacob · Aug 31 · 36 min
Entertainment Centers
Entertainment Centers

Family entertainment center software in Baltimore: the lane is exempt, the shoes are not

Maryland forbids every county from taxing a bowling lane, then taxes the shoes rented for that lane under two taxes at once. An unlimited pass is exempt where a ten-visit card is not, and your prize wall has a $599 wholesale ceiling.

Goda · Aug 30 · 48 min
Marinas
Marinas

Marina and boatyard software in Baltimore: the tax you must collect and may not show

Maryland taxes dyed diesel sold by a marina at 6% of 94.5% of gross receipts, makes you remit it, and forbids you from putting it on the receipt. Then it lets a boatyard choose how to bill a repair — and the cheaper format reverses depending on whose boat it is.

Jacob · Aug 29 · 37 min
Insurance
Insurance

Insurance agency software in Baltimore: five business days, and the money is not yours

Maryland forbids an agency from discounting a premium and caps the one permitted gift at $50, so the only levers left are speed and proof. Then it gives you five business days to remit a premium, puts a moving floor under the account holding it, and never defines what a business day is.

Goda · Aug 28 · 34 min
Driver Education
Driver Education

Driving school software in Baltimore: one school, two credentials, three deadlines

A Maryland driving school holds a license under Title 15 and a certification under Title 16, and a terminated instructor is reportable immediately, within five business days and within thirty days — all at once. The classroom fills in two weeks what one training car needs four and a half weeks to empty.

Jacob · Aug 27 · 37 min
Security Services
Security Services

Security guard software in Baltimore: a post is 168 hours, a guard is 40

A 24-hour post needs 168 hours of coverage a week and a guard is capped at 40 before overtime, so one post takes 4.2 people. Since 1 January 2025 the fifth guard you employ doubles your required liability aggregate to $1,000,000 — and 11 of Baltimore City’s 32 guard companies have fewer than five employees.

Goda · Aug 26 · 42 min
Waste Hauling
Waste Hauling

Dumpster rental software in Baltimore: you sell yards, they charge tons

Baltimore doubled its landfill gate fee to $135 a ton on 1 November 2025 and private tonnage fell by half. A cubic yard of debris weighs anywhere from 169 to 860 pounds, so the same 20-yard box costs between $228 and $1,161 to tip — and nobody knows which until the scale.

Jacob · Aug 25 · 39 min
Physical Therapy
Physical Therapy

Physical therapy software in Baltimore: four clocks, one therapist

Maryland caps a therapist at an average of three patients per clinical treatment hour. Under Medicare’s eight-minute rule, three twenty-minute visits and two thirty-minute visits use the same sixty minutes and bill three units and four — so the legal ceiling is the worst schedule shape available.

Goda · Aug 24 · 30 min
Pet Care
Pet Care

Pet care software in Baltimore: two prices for the same software

Gingr’s boarding plan is $179 with its payments and $209 without. DaySmart Pet prints the pair on all four tiers. Neither publishes the processing rate the discount is tied to — and on a real facility, that rate moves eight times what the discount saves.

Jacob · Aug 23 · 34 min
Parking
Parking

Parking software in Baltimore: four meters, one lot

Every parking product bills per space, per month. Baltimore City taxes 20% of the money, Anne Arundel taxes $1.00 a vehicle-day, and the city license is billed per hundred square feet of gross area — ramps and aisles included. One garage, four units of account.

Goda · Aug 22 · 30 min
Collision Repair
Collision Repair

Collision repair software in Baltimore: the paint doesn’t count

Maryland brands a title above 75% of value — but COMAR 11.15.34.02 takes the refinish labor and paint materials straight back out, takes the parts cost of eleven cosmetic categories out, and leaves the labor in. Your estimate is one number. The state is adding up a different one.

Jacob · Aug 21 · 26 min
Home Care
Home Care

Home care software in Baltimore: the clock starts at the pill

Same aide, same client, same kitchen. Hand him the tablet and Maryland wants a nurse there every 45 days; only watch him take it and every 3 months. Sixteen platforms priced, two publish a number, and every meter counts a noun while the clock counts a verb.

Goda · Aug 19 · 24 min
Commercial Cleaning
Commercial Cleaning

Commercial cleaning software in Baltimore: the tax is on the room, not the job

Maryland taxes the leased office suite at 6% and exempts the community room across the hall — then, for the rooms in between, taxes the proportionate share of the building. Sixteen-fold price spread across the platforms, on six different meters. None counts what the statute counts.

Jacob · Aug 18 · 24 min
Towing
Towing

Towing software in Baltimore: half price, and the line is the edge of the lot

The car is hooked, winched and on the deck. The owner comes running. Maryland settles it in four words: whether or not the vehicle has been lifted off the ground, release it — and charge at most half. The line is the edge of the lot, and no platform meters it.

Goda · Aug 18 · 28 min
Landscaping
Landscaping

Landscaping software in Baltimore: eight fields, three years, and a number the statute refuses to name

On November 20 a certified crew may put nitrogen on a lawn in Lutherville. The person who owns that lawn may not. Maryland names eight fields for every application, holds them three years, and caps the rate at 80% of a figure a university publishes.

Jacob · Aug 17 · 27 min
Home Improvement
Home Improvement

Home improvement software in Baltimore: one third, and not a cent before the signature

Two rowhouses on the same block, same kitchen. One is owner-occupied; the other was carved into four apartments in 1974. On the first you are capped at a one-third deposit and forbidden to take a dollar before signature. On the second, Maryland says you are not doing a home improvement at all.

Goda · Aug 16 · 28 min
Movers
Movers

Moving company software in Baltimore: 110% here, 125% there

Two jobs leave the same yard with the same crew — one for Towson, one for Wilmington. Maryland lets you collect a quarter more than you estimated but forbids holding the load; federal law caps you at a tenth more and lets you keep the truck shut. Only a field on the booking form decides which.

Jacob · Aug 15 · 28 min
Self-Storage
Self-Storage

Self-storage software in Baltimore: the number your tenant made up

Maryland deems the value written into the rental agreement to be the maximum value of everything behind the door — and leaves the contents in your tenant's exclusive care, custody and control, so you are not allowed to look. A duty triggered by a fact you may not observe, and your checkout is the only instrument you have.

Goda · Aug 12 · 29 min
Garment Care
Garment Care

Dry cleaner software in Baltimore: does this customer come back?

Maryland taxes the cleaning of a shirt at six percent or at nothing at all, and the test has nothing to do with the shirt. It is whether the buyer is in business, whether that business requires the service, and whether they will be back — a fact about the future your point of sale has to price today. On a $600,000 shop that is $7,920 a year, 6.9× the entire software bill.

Jacob · Aug 11 · 31 min
Catering
Catering

Catering and event venue software in Baltimore: is the guitarist sitting down?

Maryland exempts the food and drink at an event only where dancing is prohibited and the music is recorded, and Baltimore City only where the entertainment is one roving performer who is not amplified. Two facts about a musician decide the tax on a dinner, and no booking system has a field for either.

Goda · Aug 7 · 30 min
Jewelry
Jewelry

Jewelry and pawn software in Baltimore: eighteen days you are not allowed to sell

A jeweler buys gold at a price struck this morning, and Maryland forbids them from altering or selling it for eighteen days — thirty in Prince George's County. The clock starts when the record is filed, not when the money changes hands. Across one such window this January the metal moved 9.65%.

Jacob · Aug 7 · 31 min
Optical
Optical

Optometry and optical software in Baltimore: the clock is in someone else's office

An online contact lens order becomes lawful when the prescriber answers — or stays silent for eight business hours, counted in their time zone around their holidays. The same order can finish in 8 hours or 96. Meanwhile Maryland licenses the doctor and not the dispenser.

Goda · Aug 5 · 33 min
Specialty Food
Specialty Food

Specialty food retail software in Baltimore: two numbers you cannot know at the moment of sale

A butcher shop sells a thing with no price until it has been cut and weighed — and Shopify still has no native way to sell by weight. The wholesale side is capped by a federal figure that moved on 28 May: $109,600 of meat, roughly five restaurant accounts. Then Maryland taxes a cookie platter and exempts the cookies.

Jacob · Aug 5 · 32 min
Accounting
Accounting

Accounting firm software in Baltimore: the one clause no size exemption lets you out of

Federal law says in as many words that an accountant completing tax returns is a financial institution — no size floor. Firms under 5,000 consumers are excused from four heavy requirements, and from the vendor clause, never. Maryland demanded that clause from 2009 and runs two different breach clocks on the same folder.

Goda · Aug 4 · 33 min
Hotels
Hotels

Hotel software in Baltimore: the one number you now have to show first

Since May 2025 a federal rule has required every hotel, inn and short-term rental to lead with a single total price. Baltimore stacks four charges on one room folio under three laws, and whether the 2% tourism assessment belongs inside that number turns on one sentence in a city ordinance. Commission outweighs the software 19 to 1.

Jacob · Aug 4 · 31 min
Pharmacies
Pharmacies

Pharmacy software in Baltimore: the price you don't set, and the shelf you do

Of thirty pharmacy platforms, not one publishes a price — the first clean sweep in this series. It hardly matters: across twelve of the most-dispensed generics the drug costs $1.14 and Maryland's dispensing fee is $10.67, unchanged since February 2021, while CMS reprices about 28,000 codes on one Wednesday a month.

Goda · Aug 1 · 28 min
Dental
Dental

Dental software in Baltimore: the subscription you sell, not the one you buy

Of twelve dental platforms, exactly one publishes a complete price — and it also publishes the date it raised it. But a year of preventive care for one adult is worth $493 at full fee, $399 through your own membership plan and $221.93 from Medicaid. Maryland bans the clause the ADA calls the main obstacle, and never passed the safe harbor twenty states did.

Jacob · Aug 1 · 29 min
Florists
Florists

Florist software in Baltimore: who keeps the other 27 cents

Three florist platforms have no pricing page at all, one has moved its entire domain, and the two that do publish plan names with no dollars. The only complete fee schedule in the trade is a members' PDF written in April 2011 — and it charges a 5 percent surcharge to shops that receive more orders than they send.

Goda · Jul 31 · 28 min
Breweries
Breweries

Brewery software in Baltimore: the one product you cannot put in the box

Maryland let its breweries deliver to your door in 2024, a federal judge took the law apart in January 2026, and the Comptroller's guidance still calls it a felony. Of twelve platforms, five have no pricing page. But the same keg is worth $140 or $912 depending on which door it leaves by.

Jacob · Jul 28 · 26 min
Funeral Homes
Funeral Homes

Funeral home software in Baltimore: the price list that never reaches your website

Federal law makes you hand your itemized price list to any stranger who walks in — and says nothing at all about your website. Of eleven funeral software vendors, eight have no pricing page and exactly one prints a number. Meanwhile the biggest line in the building is quoted to you at zero.

Goda · Jul 27 · 27 min
Salons & Spas
Salons & Spas

Salon software in Baltimore: the shelf you're not allowed to sell online

Booksy, GlossGenius, Mangomint and Boulevard publish real prices; Vagaro's pricing URL returns a 404. But the subscription is the smallest line. The channel your retail is sold through moves $15,000 a year — because the brands on your shelf won't let you sell them on your own website.

Jacob · Jul 26 · 25 min
Veterinary
Veterinary

Veterinary software in Baltimore: you don't own your own store

Two companies hold about 79% of practice-management installations — and they also sell you the labs and the drugs. The per-doctor prices everyone quotes for Shepherd, Vetspire and Hippo Manager all lead to 404s. And the online store carrying your practice's name publishes no rate at all.

Goda · Jul 24 · 22 min
Childcare
Childcare

Childcare software in Baltimore: build it, or keep renting by the child?

brightwheel and Procare won't print a price — and even Playground now hides its subscription behind a demo. But that's the small number: the cut of every tuition payment dwarfs it, and moving parents from card to ACH saves more than any software you pick. Plus the Maryland ratios that cap enrollment.

Jacob · Jul 21 · 22 min
Auto Repair
Auto Repair

Auto repair shop software in Baltimore: build it, or read the sticker?

Tekmetric, Shopmonkey and AutoLeap publish a price — but it's the smallest number in the bill. The cut of every card swipe dwarfs it, only one vendor prints that rate, and its middle plan is never the cheapest at any volume. Plus the Maryland layer none of them model.

Goda · Jul 21 · 21 min
Fitness
Fitness

Fitness studio software in Baltimore: build it, or keep renting by the member?

The market meters four incomparable things, and the "free" plan can cost a busy studio thousands more than the $199 one. Mindbody won't print a US price at all — yet Maryland sizes your surety bond on a number your software calls revenue.

Jacob · Jul 20 · 24 min
Nonprofits
Nonprofits

Nonprofit software in Baltimore: build it, or keep renting by the record?

Nonprofits must publish their finances by law; their vendors mostly don't. Among the donor CRMs exactly one publishes a full price, the processing line quietly beats the subscription, and Maryland moved its CPA audit threshold to $1,000,000 on July 1.

Goda · Jul 20 · 29 min
Legal
Legal

Law firm software in Baltimore: build it, or keep renting by the seat?

Not one legal platform publishes a volume discount — the rate at 25 seats is the rate at 3. And by their own documentation, several won't migrate the trust history Maryland requires you to keep for five years.

Jacob · Jul 19 · 23 min
Real Estate
Real Estate

Property management software in Baltimore: build it, or keep renting by the door?

AppFolio's $298 floor means a 50-door landlord pays $5.96 a unit for a $1.49 product. Buildium charges $2.35 on every rent payment. And none of them will ever track a Baltimore rental license or an MDE lead certificate — the rules that actually cost you money.

Goda · Jul 18 · 20 min
Healthcare
Healthcare

Custom healthcare software in Baltimore: build around your EHR, don't fight it

SimplePractice, Jane, Tebra and athenahealth run most practices well — until intake, scheduling or referrals stop matching the template. In healthcare you rarely replace the EHR; you build the custom, HIPAA-compliant layer around it. When that's worth it, and what it costs in 2026.

Jacob · Jul 17 · 15 min
Logistics
Logistics

Warehouse & logistics software for Baltimore's Port economy: build or rent?

Extensiv, Logiwa, Fishbowl and Cin7 fit most warehouses — until your billing rules, your receiving flow or your dispatch board stop matching the template. When a custom system you own outright beats renting one per seat forever, and what building one costs in Baltimore.

Goda · Jul 16 · 12 min
Restaurants
Restaurants

Online ordering for Baltimore restaurants: own it or rent it?

DoorDash and Uber Eats take 15–30% of every order and keep your customer list; ChowNow and Toast rent you a template. When a custom online ordering system you own outright is the better buy for a Baltimore kitchen — and what it costs in 2026.

Jacob · Jul 15 · 12 min
Trades
Trades

Field-service software for Baltimore's trades: build or buy?

ServiceTitan, Jobber and Housecall Pro fit most trades shops — until dispatch, pricing or invoicing stops matching the template. When a custom field-service app you own outright beats renting one forever, and what building one costs in Baltimore.

Goda · Jul 14 · 10 min
Baltimore
Baltimore

Custom software development in Baltimore: a small-business guide

Hopkins spinouts, a federal tech-hub badge and a whole row of agencies — but what does getting custom software built here actually cost in 2026, and how do you choose who builds it? A straight local guide.

Goda · Jul 13 · 9 min
Timelines
Timelines

How long does it take to build a custom app?

The industry says three to nine months. Here's what really sets the clock on a custom build in 2026 — the decisions, the integrations and the feedback loop — and why AI-accelerated builds ship in days to weeks.

Jacob · Jul 8 · 7 min
Case study
Case study

We built a full e-commerce store in a weekend. Here's the exact playbook.

Storefront, Stripe checkout, product variants, bundles and an admin panel — Friday to Sunday. What we automated, what we didn't, and the decisions that made it possible without cutting corners.

Jacob · Mar 12 · 8 min
Guide
Guide

Custom build vs SaaS vs no-code: what should a small business actually pick?

A straight decision framework — when off-the-shelf wins, when it quietly bleeds you, and when a custom build pays for itself.

Goda · Mar 5 · 6 min
Pricing
Pricing

What a custom app really costs — and why agencies quote 5×.

Where the money goes in a build, what inflates an agency quote, and how a fixed price keeps everyone honest.

Jacob · Feb 26 · 5 min
Engineering
Engineering

Codex + Claude: the exact AI build stack we run.

The tools, the prompts, the guardrails — how we keep AI-written code production-grade instead of a pile of plausible bugs.

Jacob · Feb 19 · 7 min
Operations
Operations

Kill the spreadsheet: internal tools teams actually adopt.

Why most internal tools get ignored, and the handful of things that make a team switch off the spreadsheet for good.

Goda · Feb 12 · 6 min
Process
Process

From idea to a deployed prototype in seven days.

How the Prototype Sprint works, day by day — and why a clickable, deployed prototype beats any slide deck.

Jacob · Feb 5 · 4 min
Studio
Studio

Why we fixed-price everything and never bill hourly.

Hourly billing rewards slowness. Here's how fixed price changes the incentives — for us and for you.

Goda · Jan 29 · 5 min
Enough reading

Got something you need built?

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