4+ day, 6+ hour ago   (1738+ words) An AI agent that works can complete a task. An AI agent you can trust can do something harder: it can fail safely, refuse unsafe actions, stop when evidence is missing, and explain what it did afterward. That distinction is…...

6+ day, 10+ hour ago   (587+ words) Large language models and AI agents are extending data-engineering automation beyond isolated artifact generation toward end-to-end processes in which agents interpret requirements, select data, generate transformations, invoke tools, validate results, and communicate analytical outputs. This shift introduces risks that conventional…...

1+ week, 1+ hour ago   (1270+ words) At the end of Part 3, your monitors were live and routed, and we said something was going to fire. Well, something just did. Maybe it came in as a Slack message or an email, or maybe a new row at the…...

1+ week, 1+ hour ago   (1019+ words) In Part 2 of this four-part series, we worked out what’s worth monitoring on your particular agent, and in what order. At this point, the traces are arriving in Monte Carlo. You can already do more than just watch them flow…...

2+ week, 3+ day ago   (1117+ words) When you buy a new car, you want to take it for a spin right away to see what it can do, right? I see a similar impulse keeping us focused on all the amazing things agentic AI will make…...

2+ week, 5+ day ago   (842+ words) Building an AI agent that works in a demo has become relatively simple. A team can connect a language model to a few tools, give it a goal and watch it book a meeting, file a ticket or summarize a…...

2+ week, 5+ day ago   (1069+ words) A landscaping company applying for insurance will usually tell you one thing about itself: it cuts grass. That's the self-reported answer underwriters have worked with for years, and it's often wrong. In a recent AI Explained, Gary Kotovets, Chief Data…...

3+ week, 2+ day ago   (138+ words) Most teams can ship an AI agent. Almost none of them can tell you, with confidence, whether it’s making good decisions once it’s live. See a live demo of Monte Carlo’s Agent Trust platform, built around four layers every production…...

2+ week, 6+ day ago   (1041+ words) Your AI agent returns a signed receipt: The signature is valid. The receipt has not been altered. The agent was authorized to run the check. The result can still be wrong. Perhaps the scanner hit a rate limit and silently…...