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Production GCP Patterns Series' Articles

Back to Humza Tareen's Series

Feb 17

AlloyDB + SQLAlchemy: Connection Pooling Strategies That Actually Work in Production

#gcp #python #postgres #database

3 min read

Feb 19

How to Build Idempotent Cloud Tasks Handlers in Python (The Pattern That Eliminated Our Duplicate Record Bugs)

#gcp #python #cloudtasks #fastapi

3 min read

Feb 20

Zero-Downtime Embedding Migration: Switching from text-embedding-004 to text-embedding-3-large in Production

#ai #rag #python #postgres

3 min read

Mar 9

How to Audit Production Code: A 5-Layer Bug Hunting Methodology

#security #python #gcp #webdev

5 min read

Mar 18

Cloud Run VPC Networking: The Two Modes That Can't Coexist

#gcp #cloudrun #networking #devops

4 min read

Mar 20

Redis State Management on Cloud Run: Handling Missing Keys and Silent Failures

#redis #cloudrun #python #gcp

5 min read

Mar 23

The Firestore Default Database Trap: Why Your Data Is Going to the Wrong Place

#firestore #gcp #python #javascript

5 min read