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⚡ AI Lessons

Dev.to · member_5432fd74
1w ago
In-Home ABA Therapy With Parent Training in Raleigh NC: A Family Decision Path
A practical content and UX model for connecting in-home ABA, parent training, service area, insurance, and family participation in Raleigh.

Dev.to · member_5432fd74
📣 Digital Marketing & Growth
1mo ago
Adding Speech Therapy to a Live Directory: The Read-Path Allowlist Pattern at Special Needs Care Network
A one-line allowlist on the public read path turns a multi-phase category rollout into a single reversible deploy. Notes from adding speech therapy to the Speci

Dev.to · member_5432fd74
📣 Digital Marketing & Growth
1mo ago
Adding Categories to a Live Directory Without Breaking Every URL You Already Rank For
Adding a category to a directory that already ranks means touching the URL structure. Here is the route design that avoids a redirect chain, and the two failure

Dev.to · member_5432fd74
📋 Product Management
⚡ AI Lesson
1mo ago
Modeling Multi-Setting Care Delivery Without Collapsing It Into One Location Field
Orchid Academy publishes clinic, home, school, and telehealth ABA as separate delivery modes with different geographies and hours. That is a product model probl

Dev.to · member_5432fd74
📋 Product Management
⚡ AI Lesson
1mo ago
Pricing APIs That Do Not Lie: Line Items Beat Blended Rates
Blended hourly rates hide composition. A short note on exposing price stacks so buyers can compare like with like.

Dev.to · member_5432fd74
📋 Product Management
⚡ AI Lesson
1mo ago
Modeling Eligibility as a Pipeline, Not a Boolean
Eligibility questions that look like yes/no are usually multi-stage pipelines. A short note on modelling that honestly in product and content systems.

Dev.to · member_5432fd74
🌐 Frontend Engineering
⚡ AI Lesson
1mo ago
Two Strings Per Entity: Killing Synonym Drift in a Content Codebase
An audit found one government agency written five different ways across six pages. The fix was a registry that permits exactly two strings per entity and a lint

Dev.to · member_5432fd74
🔧 Backend Engineering
⚡ AI Lesson
1mo ago
The Unit Bug: Why Your Price Field Needs a Denominator
A price of 15 and a price of 15 are not the same number if one is per person and the other is per group. Storing amount without unit is a bug class that survive

Dev.to · member_5432fd74
🌐 Frontend Engineering
⚡ AI Lesson
1mo ago
Content That Expires: Building Event Pages That Stay Honest After the Event
A page about a dated event is wrong for most of its life. Some notes on modelling expiry as a first-class property instead of hoping someone remembers to update

Dev.to · member_5432fd74
🌐 Frontend Engineering
⚡ AI Lesson
1mo ago
Fifty States, One Template: Content as Data and the Render Gate That Saved Us
Keeping per-region copy in typed version-controlled data, gating its render on inventory, and the silent 404 bug that came from keying routes on the wrong field

Dev.to · member_5432fd74
📋 Product Management
⚡ AI Lesson
1mo ago
Why We Built a Forum in 2026 Instead of a Chatbot
Every product meeting in 2026 has the same gravitational pull. Someone says "users have questions,"...

Dev.to · member_5432fd74
🔧 Backend Engineering
⚡ AI Lesson
1mo ago
The `featured` Column That Cost Us Money (and the Schema That Fixed It)
We run a US directory of special needs schools and ABA therapy providers. Providers pay to be...

Dev.to · member_5432fd74
📋 Product Management
⚡ AI Lesson
2mo ago
How We Built the Best ABA Therapy Directory for Special Needs Care
Building a niche directory isn't just about throwing data into a database and rendering a list. It’s...

Dev.to · member_5432fd74
📣 Digital Marketing & Growth
⚡ AI Lesson
5mo ago
How We Think About Helping People Find Event Venues Without Making Search Feel Like Spam
When someone searches for lugares para eventos, they usually are not looking for a long essay. They...

Dev.to · member_5432fd74
🖌️ UI/UX Design
⚡ AI Lesson
5mo ago
What Building a Snoring Exercise App Taught Me About Habit UX
Most health apps have the same problem. The feature is not the hard part. The hard part is getting...
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