Hi all, here are today's three links:

A Great Year With Our 20+ AI Agents - But a Rough Week

Jason Lemkin goes over his experience with running agents at SaaStr:

With just 2.5 humans + 20 AI agents, we’re now doing the same work and producing the same output as 12+ humans did before. That’s not hype - that’s our actual operational reality.

AI agent-driven browser automation for enterprise workflow management

AWS experts discuss a real-world e-commerce workflow with agents:

Rather than investing in expensive system overhauls or accepting the inefficiencies of manual processes, organizations can deploy intelligent browser automation that adapts to their existing technology landscape.

Production-Grade Observability for AI Agents: A Minimal-Code, Configuration-First Approach

Towards Data Science walks through setting up agent observability:

As LLM agents become more complex, observability is no longer optional. Without it, multi-agent systems quickly turn into black boxes that are difficult to evaluate, debug, and improve.

If you have any agent-related links you'd like to feature, let me know!

Cheers,
Ivan