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⚡ AI Lessons

Dev.to · Humza Tareen
🔧 Backend Engineering
⚡ AI Lesson
3mo ago
The Firestore Default Database Trap: Why Your Data Is Going to the Wrong Place
Firestore has a (default) database. If you don't explicitly specify which database to use, everything...

Dev.to · Humza Tareen
⚡ AI Lesson
4mo ago
How to Audit Production Code: A 5-Layer Bug Hunting Methodology
I filed 33 issues in one week across four production services. Not because the code was terrible —...

Dev.to · Humza Tareen
💻 AI-Assisted Coding
⚡ AI Lesson
4mo ago
I Built a Starter Repo That Turns AI Coding Tools Into Senior Engineers
I Built a Starter Repo That Turns AI Coding Tools Into Senior Engineers Every new project...

Dev.to · Humza Tareen
🧠 Large Language Models
⚡ AI Lesson
4mo ago
Zero-Downtime Embedding Migration: Switching from text-embedding-004 to text-embedding-3-large in Production
Our embedding model got deprecated overnight. Every RAG query started returning 404s. Here's the...

Dev.to · Humza Tareen
⚡ AI Lesson
4mo ago
How to Build Idempotent Cloud Tasks Handlers in Python (The Pattern That Eliminated Our Duplicate Record Bugs)
Google Cloud Tasks guarantees at-least-once delivery. That means your handler WILL be called multiple...

Dev.to · Humza Tareen
⚡ AI Lesson
4mo ago
AlloyDB + SQLAlchemy: Connection Pooling Strategies That Actually Work in Production
We had a 5% failure rate on long-running tasks. Every error looked the...

Dev.to · Humza Tareen
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3y ago
Integrating Apache AGE with Business Intelligence Tools
Data is the oil that drives the engine of business. And in a world where data is growing...

Dev.to · Humza Tareen
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
3y ago
How Apache AGE Facilitates Knowledge Graph Construction: A Comprehensive Guide
Knowledge Graphs have become a central data structure to represent and reason over large and complex...

Dev.to · Humza Tareen
⚡ AI Lesson
3y ago
Interacting with Apache AGE: Best Practices for Application Developers
Apache AGE is a PostgreSQL extension that provides graph database functionality. It is based on the...

Dev.to · Humza Tareen
🤖 AI Agents & Automation
⚡ AI Lesson
3y ago
Building a Graph-Based Search Engine with Apache AGE
The new wave of search engines is breaking away from traditional relational database models. Instead,...
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