What the rest of the industry is shipping
Curated commentary on engineering blogs, web platform updates, and industry signal — the reading that informs the AWS work.
How Netflix, Uber, Meta, and others actually operate in production.
Meta's AI Storage Strategy: Cost vs. Latency
Meta details their approach to managing massive AI model storage, balancing cost and performance for rapid iteration.
Netflix's Data Canary: Metadata Validation at Scale
A pragmatic approach to ensuring catalog metadata integrity, revealing trade-offs inherent in large-scale data systems.
Pollen Article Takedown Attempt and Google's Role
An investigation into Pollen's attempt to suppress a critical article, involving Google's search indexing practices.
Netflix GenPage: Generative Homepage Construction
Netflix details GenPage, an end-to-end system for generating personalized homepages using generative AI.
Meta's SilverTorch Unifies Retrieval for Recommendations
Meta's SilverTorch rethinks recommendation system retrieval, unifying components and improving throughput and cost efficiency.
Meta AI infrastructure classifies data for privacy controls
Meta details its approach to classifying data assets for privacy controls in its AI-native infrastructure.
Meta's Ultra-Narrow Batteries for AI Glasses
Fitting sufficient battery capacity into the confined space of smart glasses temple arms presented a significant engineering challenge.
Coinbase trading service lacked automated zone failover
A critical global trading service at Coinbase operated without automated zone failover, highlighting operational trade-offs at scale.
Netflix Kueue Simplifies Batch Compute
Netflix details Kueue, a Kubernetes-native batch compute scheduler designed to manage large-scale job orchestration.