Editor’s note: Updated July 2026 to reflect current industry context When businesses hire consultants to help implement an AI or data modernization project, their main goal is to achieve whatever outcomes they hope to realize via the project. But that doesn’t mean a good consultant simply completes the project and delivers the results. On the […]

The open standard Anthropic published in November 2024 has moved faster than most anticipated. MCP now sits beneath a growing layer of production agent workflows, and the infrastructure choices teams make at this level have real operational consequences. Picking the wrong server for a given task means more than slower output: misconfigured credentials, runaway compute […]

As CFOs evaluate investments in AI, cloud infrastructure, SaaS applications, and compliance initiatives, there’s one question they should ask first: Do we have a complete and accurate picture of the technology we already own and operate? Every device, application, cloud workload, and software license affects cost, risk, and return. But in many organizations, the data […]

You signed up for cloud storage because the monthly price per gigabyte looked reasonable. Then the bill arrived and there was a line item you had not planned for, one that had nothing to do with how much data you were storing. It had to do with how much data had left. That is what […]

AI agents that book meetings, query databases, and send summary emails without human review are already being deployed in production. This is not a future scenario. Teams are deploying this right now, and the security questions it raises are genuinely different from what any standard application checklist was built to handle — different in ways that […]

On July 13, 2006, we launched Amazon Simple Queue Service (Amazon SQS) as one of the first three services available to customers, alongside Amazon EC2 and Amazon S3. We had learned firsthand that distributed systems need a reliable way to pass messages between components without creating tight dependencies. If one service called another directly and […]

AWS Builder Center turned one year old last week. Launched on July 9, 2025, the platform has grown from a community hub with Wishlist voting, community profiles, and a toolbox into a full ecosystem with sandbox environments, workshops, Spaces, and a Builders’ Library. To mark the anniversary, Rick Suttles published a full feature timeline covering […]

A standard dedicated server sells you hardware and leaves everything else to you. That division of responsibility sounds clean on paper. In practice, it means the moment volumetric traffic floods your connection, the problem is entirely yours to solve, with whatever tools you thought to assemble before things went wrong. The managed alternative keeps the […]

Agentic AI can think, act, and share information without waiting for human direction. That’s genuinely useful. But alongside that capability, something less visible has emerged: a layer of exposure that doesn’t show up cleanly in logs, doesn’t surface at obvious endpoints, and can quietly put systems, data, and entire workflows at risk without triggering a […]

Or, to put it more plainly: “What Makes an Enterprise AI System Production-Ready, and Why Most Never Get There.” The answer most teams don’t want to hear is that a production-ready AI system has very little to do with how good the model is. What decides whether a system ships or stalls is the reliability, […]