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Designing Error States for VIN Lookup UIs: Invalid, Incomplete, and Ambiguous Decodes

Designing Error States for VIN Lookup UIs: Invalid, Incomplete, and Ambiguous Decodes

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1 min read
Building an OCPP Backend: Lessons from Supporting OCPP 1.6J and OCPP 2.0.1 in Production

Building an OCPP Backend: Lessons from Supporting OCPP 1.6J and OCPP 2.0.1 in Production

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5 min read
Build a Pure CSS Radar Chart — Lightweight, Max Performance

Build a Pure CSS Radar Chart — Lightweight, Max Performance

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6 min read
Edge Cases in VIN Check Digits: X, Transliteration Mistakes, and Invalid Characters

Edge Cases in VIN Check Digits: X, Transliteration Mistakes, and Invalid Characters

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4 min read
Add an Ionify pilot command while keeping your existing build

Add an Ionify pilot command while keeping your existing build

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2 min read
Apparaître dans les réponses des IA : guide GEO 2026

Apparaître dans les réponses des IA : guide GEO 2026

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9 min read
Mapping VIN Model Year Codes in TypeScript Without Hard-Coding One Decade

Mapping VIN Model Year Codes in TypeScript Without Hard-Coding One Decade

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4 min read
Your RAG bot is wrong and the person who knows it cannot fix it

Your RAG bot is wrong and the person who knows it cannot fix it

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4 min read
Recovery isn't uninstrumented. It's late.

Recovery isn't uninstrumented. It's late.

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2 min read
Building an Honest Free VIN Tool: What to Show Buyers vs What Needs a Paid Report

Building an Honest Free VIN Tool: What to Show Buyers vs What Needs a Paid Report

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4 min read
Batch Decoding VINs with NHTSA DecodeVinValuesBatch: Rate Limits and Partial Failures

Batch Decoding VINs with NHTSA DecodeVinValuesBatch: Rate Limits and Partial Failures

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5 min read
Why Decoding a JWT Is Not Verifying It (And How Security Bugs Slip Through)

Why Decoding a JWT Is Not Verifying It (And How Security Bugs Slip Through)

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1 min read
Spotting VIN Fraud Patterns in Marketplace Listings: A Practical Guide for Engineers

Spotting VIN Fraud Patterns in Marketplace Listings: A Practical Guide for Engineers

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4 min read
VIN Positions 12-17: Serial Numbers, What They Reveal, and What They Do Not

VIN Positions 12-17: Serial Numbers, What They Reveal, and What They Do Not

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4 min read
Beyond Hacker Toys: Why Consumer AI Agents Win on Ambient Integration

Beyond Hacker Toys: Why Consumer AI Agents Win on Ambient Integration

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1 min read
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