This post explains how Estée Lauder Companies used Cloud Run worker pools to build a scalable, pull-based infrastructure for their consumer-facing AI applications.

Cloud Run

AI & Machine Learning

Serverless

AWS

61 min read

Backend•2026-03-25

Announcing Amazon Aurora PostgreSQL serverless database creation in seconds

AWS announces general availability of Amazon Aurora PostgreSQL serverless with an express configuration that enables database creation in seconds.

Simplify your Cloud Run security with Identity Aware Proxy (IAP)

Google Cloud announces general availability of direct Identity-Aware Proxy (IAP) integration on Cloud Run, simplifying application security.

Data Engineering•2025-12-18

Announcing support for GROUP BY, SUM, and other aggregation queries in R2 SQL

Cloudflare announces support for GROUP BY, SUM, and other aggregation queries in R2 SQL, its serverless analytics query engine over R2 Data Catalog.

Machine Learning•2025-12-03

Amazon Bedrock adds reinforcement ﬁne-tuning simplifying how developers build smarter, more accurate AI models

Amazon Bedrock introduces reinforcement fine-tuning, enabling developers to build accurate AI models via feedback without ML expertise.

Amazon Bedrock

Amazon Machine Learning

Announcements

Artificial Intelligence