Just a year ago, we launched AWS Transform for .NET, Mainframe and VMware workloads, the first agentic AI service purpose-built for modernizing enterprise applications at scale. At re:Invent 2025, we introduced AWS Transform custom, which enables organizations to modernize and transform code at scale using AWS-managed and custom transformations. You can upgrade language versions, migrate […]

From my perspective, the “sovereignty-first” approach creates a paradox. On one hand, the highly regulated industries that use Ada or COBOL or Rust, such as defense, aerospace, banking, require that air-gapped security for survival. On the other hand, isolation is the natural enemy of discovery. The real risk is that in our rush to be […]

Today, we’re announcing Amazon Bedrock Advanced Prompt Optimization, a new tool that you can use to optimize your prompts for any model on Amazon Bedrock, while comparing your original prompts to optimized prompts across up to 5 models simultaneously. With the new prompt optimization, you can migrate to a new model or improve performance from […]

Threat hunting is the proactive process of searching for signs of malicious activity that may have bypassed automated security tools and traditional alerting systems. It assumes that attackers may already be operating inside the environment without detection, using legitimate tools and stolen credentials to blend into normal activity. Within security operations, threat hunting strengthens overall […]

Most IT leaders I talk to are confident their asset records are accurate. The dashboard shows 100% patch deployment. Offboarding is marked complete. Hardware rollouts report full coverage. The numbers look clean. The problem is somewhere between what the records say and what’s actually in the field, a gap opens. It starts small. A device […]

Since 2013, Amazon Redshift has given the full power of a data warehouse in the cloud, at a fraction of the on-premises cost. Every architectural generation—from dense compute to Amazon RA3 instances, from provisioned to Amazon Redshift Serverless—has made each query cheaper, faster, and more efficient than the last. For over a decade, as data […]

The Decision Latency Tax Ask your leadership team a simple question. Where, exactly, are you losing the most revenue across the customer lifecycle right now, and why? Most executives believe they should be able to answer in an hour. In practice, almost none of them can. The question travels through three or four systems, lands […]

My most exciting news of last week: Amazon Bedrock AgentCore previewed the first managed payment capabilities enabling AI agents to autonomously access and pay for APIs, MCP servers, web content, and other agents. Built in partnership with Coinbase and Stripe, it removes the undifferentiated heavy lifting of building customized systems for billing, credential management, and […]

I have been building with AI agents and MCP tools for a while now, and one question kept coming up: how do you give an agent real, authenticated access to AWS without handing it the keys to the kingdom? Today, there is an answer. I’m happy to announce the general availability of the AWS MCP […]

Enterprises face a significant challenge when deploying AI agents: the desktop and legacy applications that power most business workflows are simply inaccessible to modern AI systems. According to a 2024 Gartner report, 75% of organizations run legacy applications that lack modern APIs, and 71% of Fortune 500 companies operate critical processes on mainframe systems without […]