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📰 Dev.to · Vaibhav

19 articles · Updated every 3 hours · View all reads

All Articles 176,233Blog Posts 163,956Tech Tutorials 46,989Research Papers 34,391News 22,184 ⚡ AI Lessons
Do You Actually Need a Vector Database? A Reality Check Before You Add One
Dev.to · Vaibhav 🔍 RAG & Vector Search ⚡ AI Lesson 1mo ago
Do You Actually Need a Vector Database? A Reality Check Before You Add One
A vector database is on every 2026 roadmap because it's what you buy when you're "doing AI."...
Telematics and IoT: You Collected Billions of Data Points to Make One Decision
Dev.to · Vaibhav 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 1mo ago
Telematics and IoT: You Collected Billions of Data Points to Make One Decision
Ask a motor insurer how much telematics data they collect: billions of GPS points, accelerometer...
RAG Over Insurance Policy Documents: What Works and What Quietly Breaks
Dev.to · Vaibhav 🔍 RAG & Vector Search ⚡ AI Lesson 1mo ago
RAG Over Insurance Policy Documents: What Works and What Quietly Breaks
If you've built a retrieval-augmented generation (RAG) system for general documents and are now...
Embedded Products: Why the API Is the Easy Part
Dev.to · Vaibhav 📋 Product Management ⚡ AI Lesson 1mo ago
Embedded Products: Why the API Is the Easy Part
Embedded distribution — offering your product inside someone else's checkout, at the moment of need —...
Your Data Warehouse Didn't Fix Anything (And Why That's Not a Failure)
Dev.to · Vaibhav 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 1mo ago
Your Data Warehouse Didn't Fix Anything (And Why That's Not a Failure)
You built the data warehouse. Eighteen months, over budget. Every source system integrated. The...
The Math That Explains Why Your Automation Rate Is Stuck at 35%
Dev.to · Vaibhav 📐 ML Fundamentals ⚡ AI Lesson 1mo ago
The Math That Explains Why Your Automation Rate Is Stuck at 35%
Straight-through processing — a transaction going end to end with zero human touches — is the number...
Why Fraud Rings Are a Graph Problem (And Your SQL Database Can't See Them)
Dev.to · Vaibhav 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 1mo ago
Why Fraud Rings Are a Graph Problem (And Your SQL Database Can't See Them)
Your fraud team is good at catching individuals. A claimant whose story shifts, a receipt that looks...
Snowflake or Databricks? An Honest Comparison (From 200+ Migrations)
Dev.to · Vaibhav 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 1mo ago
Snowflake or Databricks? An Honest Comparison (From 200+ Migrations)
It's the question in every data platform decision, and it generates more heat than insight: Snowflake...
Real-Time vs Batch: Which Insurance Data Actually Needs to Be Live
Dev.to · Vaibhav 🔄 Data Engineering ⚡ AI Lesson 1mo ago
Real-Time vs Batch: Which Insurance Data Actually Needs to Be Live
Every data conversation eventually reaches a fork: should this be real-time or batch? And it's...
Why Your Insurance Chatbot Failed (And What AI Agents Do Differently)
Dev.to · Vaibhav 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Why Your Insurance Chatbot Failed (And What AI Agents Do Differently)
Almost every insurer has a chatbot story, and almost none of them are good. It launched with a press...
The 2026 Insurtech Data Stack: A Reference Architecture
Dev.to · Vaibhav 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 2mo ago
The 2026 Insurtech Data Stack: A Reference Architecture
Every insurance AI conversation eventually hits the same wall: the model is fine, but the data...
The NAIC Model Bulletin and the EU AI Act, Explained for Data and Engineering Teams
Dev.to · Vaibhav ⚖️ LegalTech & AI for Legal Professionals ⚡ AI Lesson 2mo ago
The NAIC Model Bulletin and the EU AI Act, Explained for Data and Engineering Teams
Most coverage of AI regulation in insurance is written for compliance officers and lawyers. This one...
Why 80% of Insurance AI Projects Stall — And It's Not the Model
Dev.to · Vaibhav 📰 AI News & Updates ⚡ AI Lesson 2mo ago
Why 80% of Insurance AI Projects Stall — And It's Not the Model
There's a strange pattern in insurance right now. Every carrier has an AI roadmap. Boards are asking...
Building an AI Claims-Adjuster Agent: Architecture, Guardrails, and the Data It Actually Needs
Dev.to · Vaibhav 🤖 AI Agents & Automation ⚡ AI Lesson 2mo ago
Building an AI Claims-Adjuster Agent: Architecture, Guardrails, and the Data It Actually Needs
Most "AI in claims" demos show the easy 80% — a model reads a description, suggests a payout, looks...
Why You Can’t Download Netflix Videos: A Deep Dive into DRM
Dev.to · Vaibhav 📣 Digital Marketing & Growth ⚡ AI Lesson 5mo ago
Why You Can’t Download Netflix Videos: A Deep Dive into DRM
Netflix uses a DRM (Digital Rights Management) technology named Widevine by Google. Widevine isn't...