Do You Know What Your AI Agents Are Doing? Lost Control? 🤔
written by Stefan Christoph
Do You Know What Your AI Agents Are Doing? Lost Control? 🤔
While having a 2nd coffee - to be honest, it’s the third already as days are long at #MTM25 - I’m reflecting on what has been top of mind for the participants I’ve met here so far. They share two things: curiosity and fear. 🔍
Curiosity to learn about new technology and figure out what’s possible with it.
Fear of losing control and having to deal with a black box that gives them no way to understand what’s happening inside. How it achieves the results it delivers. No way to explain why these results and not others. 💭
Like a modern coffee machine. Complex. Hopefully providing good results… until it doesn’t. And then what? ☕
🛠️ The way to tackle this is to build observability in right from the start. And this is not new. This is not specific to AI. This need is very prominent in modern system architectures of the complex systems we build. There are established concepts, methods and implementations. Protocols like Open Telemetry are well established and integrated in many tools.
📊 One way to enable yourself to understand your AI agent and gain control is Amazon Bedrock AgentCore Observability. It provides an end-to-end solution for monitoring, analyzing, and debugging AI agent interactions across different frameworks and foundation models, ensuring transparency and reliability from day one. With easy setup, automatic instrumentation, and seamless integration with AWS CloudWatch dashboards, teams can achieve faster development cycles and more trustworthy AI agent deployments. This approach empowers organizations to build robust generative AI solutions with comprehensive insights into model decisions, performance, and user experience. Wanna dive deeper and build your own? Have a read of [1]
💡 As Alessandro Alviani mentioned yesterday in his talk: “Keeping control and being able to monitor was the key to the success of Süddeutsche Zeitung’s AI projects.”
Unfortunately, the coffee machine in the picture is not affordable for me. Love the design and it produces nice coffee. AI Agent Observability, in contrast, is very much affordable. Don’t miss out on this opportunity! ✨
[1] Blog “Build trustworthy AI agents with Amazon Bedrock AgentCore Observability” - https://lnkd.in/e5H436ip
#MTM25 #AWS #AmazonBedrock #AgentCore #Observability