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 […]

Organizations building event-driven applications on Amazon EventBridge typically start with a single custom event bus in one account. This works well when a single team owns the architecture. As adoption grows across the organization, though, things get complicated. AWS best practices recommend a multi-account structure, which means each team runs in its own account. To […]

Estimated wasted cloud spend rose in 2026 for the first time in five years. Flexera’s 2026 State of the Cloud Report, based on 753 cloud decision-makers, puts that waste at 29% of spend, even as more organizations staff FinOps teams and talk about business value rather than discounts. That combination is the story. The discipline […]

Amazon CloudWatch now offers CloudWatch Omni, an AI-powered observability experience for the applications and AI agents you run together. You reach Omni through a dedicated URL for your organization and sign in with the identities you already manage, so working in Omni does not require access to the AWS Management Console. Omni is built on […]

Amazon CloudWatch now offers CloudWatch Omni, an AI-powered observability experience for the applications and AI agents you run together. You reach Omni through a dedicated URL for your organization and sign in with the identities you already manage, so working in Omni does not require access to the AWS Management Console. Omni is built on […]