Agents

Explore the architectural shift from reactive chatbots to proactive agentic AI systems capable of autonomous planning, tool usage, and recursive self-correction. These articles focus on building and orchestrating multi-agent ecosystems that mimic human team dynamics to solve open-scope enterprise challenges.

Mastering AI agent observability: From black-box to traceable systems

On this page What is AI agent observability? The shift from, "Is it up?" Agent vs traditional observability For multi-agent systems The 5 pillars of…
9 mins read

Exploring multi-agent AI systems

This article explores multi-agent AI systems, examining how multiple specialized agents collaborate to enhance decision-making, problem-solving, and automation across various domains.
12 mins read

Evaluating autonomous AI agents for performance, oversight, and business value

A blueprint for evaluating AI agents across performance, oversight, and business impact so they don’t implode.
3 mins read

AI agents in finance and banking

Explore the shift to agentic AI in finance. Learn how to build safe, autonomous workflows for banking—from fraud detection to compliance—ensuring auditability with W&B Weave.
18 mins read

What are AI agents? Key concepts, benefits, and risks

In this exploration, we will dive into the architecture, applications, and future potential of AI agents, highlighting their role in transforming modern problem-solving paradigms.
8 mins read