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⚡ AI Lessons

Dev.to · Roman Kotenko
1mo ago
Know the Conditions at the Incident, Not Just That There Is One
“Crash on I-80, right lane blocked.” That sentence describes two completely different events. In...

Dev.to · Roman Kotenko
📣 Digital Marketing & Growth
⚡ AI Lesson
1mo ago
Your ETA Assumes the Border Takes an Hour. It Can Take Four Days.
Inside Schengen, a border is a road sign. You cross it at motorway speed and your ETA never notices....

Dev.to · Roman Kotenko
📣 Digital Marketing & Growth
⚡ AI Lesson
2mo ago
Truck Parking Availability on the Route, Before the Clock Runs Out
It's 2am and a driver's 11-hour clock has maybe 30 minutes left on it. The rest area at the next exit...

Dev.to · Roman Kotenko
📣 Digital Marketing & Growth
⚡ AI Lesson
2mo ago
Five Road-Data Problems Every Cross-Border European Fleet Hits
If you build routing, dispatch, or telematics software for European trucking, the routing algorithm...

Dev.to · Roman Kotenko
📣 Digital Marketing & Growth
⚡ AI Lesson
2mo ago
Five Road-Data Problems Every North American Fleet Team Knows Too Well
If you build routing, dispatch, or telematics software for North American trucking, your roadmap has...

Dev.to · Roman Kotenko
📣 Digital Marketing & Growth
⚡ AI Lesson
3mo ago
Hours-of-Service Break Planning, Right on the Route
A consumer nav app tells the driver where to turn. It will not tell the dispatcher where the 11-hour...

Dev.to · Roman Kotenko
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3mo ago
Normalizing DATEX II Across 30 European National Access Points
EU Directive 2010/40/EU mandates that every Member State operates a National Access Point (NAP) that...

Dev.to · Roman Kotenko
🔧 Backend Engineering
⚡ AI Lesson
4mo ago
Truck Routing That Warns You Before the Bridge Does
A routing API will happily hand a truck the fastest line between two points. What it usually won't...

Dev.to · Roman Kotenko
🔧 Backend Engineering
⚡ AI Lesson
4mo ago
Fuel Price API for Fleet Cost Planning
Fleet fuel costs are the second-largest operating expense after labor. Having state-level fuel price...

Dev.to · Roman Kotenko
📣 Digital Marketing & Growth
⚡ AI Lesson
4mo ago
Comparing Traffic Data APIs: Road511 vs HERE vs TomTom vs INRIX
If you're building an app that needs traffic data, you have a few options. The big names — HERE,...

Dev.to · Roman Kotenko
📣 Digital Marketing & Growth
⚡ AI Lesson
4mo ago
How to Build a Traffic Dashboard with Road511 + Leaflet
Let's build a real-time traffic dashboard from scratch. By the end, you'll have a map showing live...

Dev.to · Roman Kotenko
🔧 Backend Engineering
⚡ AI Lesson
4mo ago
Spring Load Limits API for Trucking Compliance
Every spring, northern states and provinces impose weight restrictions on roads as frost leaves the...

Dev.to · Roman Kotenko
🌐 Frontend Engineering
⚡ AI Lesson
4mo ago
GeoJSON Traffic Events API with BBox and Radius Queries
If you're building a traffic map, the last thing you want is to parse a proprietary format and...

Dev.to · Roman Kotenko
🔧 Backend Engineering
⚡ AI Lesson
5mo ago
Real-Time DMS Sign Messages API: What's on the Highway Signs Right Now
Dynamic Message Signs (DMS) — those big electronic boards over highways — display real-time traveler...

Dev.to · Roman Kotenko
🔧 Backend Engineering
⚡ AI Lesson
5mo ago
Bridge Clearance Data API for Fleet Routing
If you're routing commercial vehicles, you need to know which bridges your truck can't clear. The...

Dev.to · Roman Kotenko
🌐 Frontend Engineering
⚡ AI Lesson
5mo ago
How to Get Real-Time Traffic Camera Feeds via API
No major traffic data provider gives you camera feeds. Not HERE, not TomTom, not Google, not INRIX....

Dev.to · Roman Kotenko
🌐 Frontend Engineering
⚡ AI Lesson
5mo ago
How to Get Real-Time Traffic Camera Feeds via API
No major traffic data provider gives you camera feeds. Not HERE, not TomTom, not Google, not INRIX....

Dev.to · Roman Kotenko
🔧 Backend Engineering
⚡ AI Lesson
5mo ago
How I Normalized 30+ Different 511 Traffic APIs Into One REST Endpoint
Every US state and Canadian province runs its own 511 traveler information system. They all serve the...
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