I’m currently building a Google Drive-triggered multi-agent system designed to analyze citations intuitively. But this blog post isn’t just about the workflow—it’s about a key design decision I faced early on: what happens when your first agent has t...
In this post, I’m sharing a challenge I’ve run into while building a multi-agent system across platforms—and how I worked through it. It’s a real-world example of what happens when intuitive design meets the limits of platform integration. My goal is...
Outside of my work researching, building, and exploring AI and multi-agent systems, one of my biggest joys is teaching. I love mentoring people who are just starting out—helping them understand how I got into this field, how to engage stakeholders, a...
Before building a multi-agent system—before you touch a platform, prototype an agent, or start wiring up automations—there’s a phase most teams skip or misunderstand: scoping. This post kicks off a new series where I walk through the early-phase plan...
When I first heard the phrase headless agent, I couldn’t help but think of the Headless Horseman from that old Disney animated short (The Legend of Sleepy Hollow, 1949). A bit eerie, maybe—but surprisingly on point. Because that’s the thing about hea...
We live in a world of complex AI models, advanced agentic frameworks, and machine learning systems that reason through dense, nuanced tasks. But sometimes, simplicity is what it takes to keep entire systems running smoothly. In this blog post, I want...
