Welcome to What The Agent.
Let me tell you why this exists. I've spent the last several years building AI systems at scale — first at AWS, where I worked on Amazon Bedrock and Lex, and now as Head of AI/ML at Point72, one of the world's largest hedge funds. I've shipped agent infrastructure to production. I've seen what the papers don't tell you. I've sat in rooms where the question wasn't "is AI interesting?" but "why did this agent blow up our pipeline at 2am?"
And every week, I open my feed and see the same thing.
Another framework announcing it's "production-ready." Another benchmark claiming superhuman performance. Another LinkedIn post explaining agents to people who've never shipped one. The noise is deafening — and it's accelerating.
What The Agent is my answer to that.
Not another hype aggregator. Not a beginner explainer. A practitioner's weekly dispatch — written for engineers and technical leaders who are actually building with agents, or seriously evaluating whether to.
Every issue, you get three things:
🔥 The Incident — something that broke, failed, surprised, or shifted the field this week. Real signal, not press releases.
🧠 The Pattern — one architectural or engineering pattern worth understanding. The kind of thing that saves you three weeks of debugging if you know it upfront.
🛠 The Tool — one framework, library, or API worth your attention. With an honest caveat, because there's always one.
Plus my unfiltered take — what this week's signal actually means for teams shipping real agent systems. Not hedged. Not diplomatic. Just what I'd tell a senior engineer on my team.
Who is this for?
If you're a software engineer evaluating agentic frameworks. A technical PM trying to cut through vendor claims. An AI/ML leader figuring out where agents actually belong in your stack. A founder building on top of LLMs. This is written for you.
If you want gentle introductions and motivational takes about the AI future — there are great newsletters for that. This isn't one of them.
Why now?
Because 2026 is the year agentic AI stops being a demo and becomes infrastructure. The decisions being made right now — which frameworks to adopt, which patterns to build on, which vendor claims to believe — will determine what's easy and what's painful for the next five years.
I'd rather you make those decisions with good information.
See you every week.
— Santosh
Santosh Ameti is an AI Evangelist. He has submitted 20+ patents and has spent the last decade building production AI systems at scale.