AWS retrools para um futuro agêntico com observabilidade e opensearch

The first half of 2025 saw an unprecedented acceleration in AI-driven innovation as enterprise technology undergoes a massive shift. Trends like AWS agents, real-time observability, and smarter data architectures are redefining how organizations operate and scale.

For Amazon Web Services Inc., the first half of the year included a focus on Amazon OpenSearch . OpenSearch is a multifaceted service that functions as a search engine, a vector database, and a log analysis platform all in one, according to Nandini Ramani (pictured), vice president of search, observability, and cloud operations at AWS.

“It has multifaceted features, each of which is very applicable to this agentic world,” Ramani said. “I have CloudWatch, which is my main product from Amazon and AWS, for troubleshooting and observability. I also have CloudTrail for governance and things like that. I have other services as well, but this portfolio of things in an agentic world, I think, are disproportionately important.”

Ramani spoke with thecube’s John Furrier at the Mid-Year Leadership Summit during an exclusive broadcast on TheCube, Siliconangle Media’s livestream studio. They discussed AWS agents and how data observability and infrastructure innovation are reshaping enterprise technology strategies.

AWS AI Agents Gain Traction, But Work to Be Done

Despite all the advances, it’s essential to meet customers where they are, Ramani explained. While advancements like AI agents are gaining momentum, many organizations still operate with monoliths and mainframes.

“Of course, Gen AI can help you with the migration, and it can make plans for you. It can even refactor COBOL into Java,” she said. “We have a wide spectrum here, where we have to meet the customer where they are. In terms of agents, I think we need to see where the disk is going, and the disk is going very fast.”

Ultimately, the key differentiator will be how easily users can consume large amounts of data and whether the experience supports seamless interaction, according to Ramani. This could include agents for every small task.

“I remember when we moved from monoliths to microservices, we moved so far from one endpoint. That’s the thing with agents to see,” she said. “It’s easy. Now we have MCP servers, not just to talk to the tools, but from agent to agent. We have to watch where it’s going and think about what that user experience is?”

Agents are proliferating and becoming complex, distributed systems that require effective observation. Without proper monitoring, a company could wake up to discover that agents have made significant changes, Ramani added.

“Customers have asked me, ‘With my developers, we have performance cycles. We know how they’re doing.’ We’re going to need things like that for agents,” she said. “We need proactive detection of vulnerabilities and things like that in the code before it goes into production. There are so many layers and aspects to it.”

Over the past six months, AWS has released many features that are already helping customers, according to Ramani. There’s also much more on the way as the technology continues to evolve.

“The next phase, I think, will be, how do we make all of this usable?” she said. “Next time I see you at Re:Invent, we’ll have a lot more agents. We’ll have a lot more tools.”

Here’s the full video interview, part of siliconangle and thecube’s coverage of the Mid-Year Leadership Summit :

https://www.youtube.com/watch?v=4UFDFJ0DALG

Photo: Siliconangle