Today, we’re announcing the public preview of AWS Well-Architected Agent, an AI-powered service that analyzes your AWS environment to deliver targeted, contextual recommendations for improving your applications’ cost, security, performance, and resilience. The AWS Well-Architected Agent analyzes your infrastructure, understands unique business goals, and delivers contextual recommendations with ready-to-implement fixes. It delivers context-aware optimization without […]

Security teams still treat encryption as a present-tense control. If a session is encrypted on the wire, the working assumption is that the secret is safe. Harvest now, decrypt later (HNDL) is the strategy that treats that assumption as the opening. Adversaries copy ciphertext they cannot read, warehouse it while storage is cheap, and wait […]

A customer can now leave with your product without ever seeing your homepage. They ask a chatbot which tent is right for a two-person weekend trip, get a shortlist, tap a link, and pay. Your ads did not create that visit. The product data did, or failed to. Think of an online catalogue as a […]

Amazon S3 Tables now support all data types in the Apache Iceberg V3 specification. You can create V3 tables or upgrade existing V2 tables to take advantage of V3 features like deletion vectors, row lineage, and new data types such as variant, nanosecond timestamps, unknown, geometry, and geography. Apache Iceberg has become the open standard […]

Today, we’re announcing metadata pre-filtering for Amazon S3 Vectors, which delivers higher recall on filtered queries by evaluating your metadata filter before the similarity search. You can filter on attributes such as tenant, category, status, or time, and pre-filtering adds prefix matching with $startsWith for paths, URLs, and hierarchical keys. Each vector carries up to […]

Today, we’re announcing a new capability for Amazon Aurora PostgreSQL that you can use to directly query operational data together with data stored in your data lake in Apache Iceberg and Apache Parquet formats, using your existing PostgreSQL applications and tools. By eliminating the need to extract, transform, and load (ETL) structured data from data […]

Today, we’re excited to introduce the newest members of the AWS Heroes program. AWS Heroes are a vibrant, worldwide group of AWS experts who go above and beyond to share knowledge, mentor others, and build thriving communities. These individuals make a real difference in helping developers and organizations succeed with AWS. This month, we welcome […]

In flexible business environments, legacy operational models consistently hit performance ceilings. Organizations often discover that off the shelf platforms force teams into rigid workflows, creating fragmented data silos, heavy overhead, and costly friction. Operational friction rarely stems from a lack of effort; it usually indicates that core infrastructure fails to keep up with organizational growth. […]

When a training job needs hundreds of tightly coupled GPUs, the rest of a cloud catalog is noise. Extra regions and managed databases do not help if accelerator inventory is sold out. Neoclouds exist for that condition. They rent GPU clusters as the product, not as one SKU among hundreds. Synergy Research Group put 2025 […]

If there’s one theme that defined last week, it’s choice. The frontier models keep arriving, and the interesting question is no longer just “how smart is it?” but “which model fits this step, at this cost, at this latency?” That’s exactly what landed on Amazon Bedrock over the past few days: GPT-6 Sol and GPT-6 […]