▶ Videos →

📰 Dev.to · Humza Tareen

3 articles · Updated every 3 hours · View all reads

All Articles 173,180 Blog Posts 163,830 Tech Tutorials 46,199 Research Papers 33,880 News 21,840 ⚡ AI Lessons

What Paid Runs Found: Reconciling a Video Pipeline's Cost Ledger

Dev.to · Humza Tareen ☁️ DevOps & Cloud ⚡ AI Lesson 1w ago

What Paid Runs Found: Reconciling a Video Pipeline's Cost Ledger

Real money billed at $0, a resume path that silently re-decided a paid render's settings, a $0.82 measurement of the wrong build, and a reconciliation script th

Hardening a Headless API for Production CI/CD Integration

Dev.to · Humza Tareen ☁️ DevOps & Cloud ⚡ AI Lesson 1w ago

Hardening a Headless API for Production CI/CD Integration

Migrating FastAPI lifecycle hooks, fixing Langfuse integration, enforcing Firestore security rules, and stabilizing a headless API used by external CI/CD pipeli

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

Dev.to · Humza Tareen ☁️ DevOps & Cloud ⚡ AI Lesson 6mo 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...