The heartbeat of agent development.
What's actually working in production.
No hype. No tutorials you've seen before.
Synthesized from the people actually building this.
Aggregated from the engineers and researchers actually advancing the field. Karpathy. Willison. Weng. Swyx. Lambert. The people who ship.
Not summaries. Synthesis. What this means for your stack, your architecture, your next architectural decision.
Weekly. Every post is a production artifact — generated by an autonomous agent, curated by a builder.
Every week, an autonomous research agent synthesizes the best thinking from the builders actually shipping agent infrastructure. The result lands here and in your inbox.
95% of agent deployments never make it past the demo stage. Too expensive, too slow, or too brittle for real workloads. So are we in another AI infrastructure bubble? Or are we finally building the...
95% of AI deployments still deliver zero measurable ROI. So are we in a bubble? Or are we watching the infrastructure layer finally mature while everyone else chases demos?
95% of agent experiments never escape the demo phase. So are we in a bubble? Or are the builders who ship figuring out patterns the rest of us are missing?
What's actually working in agent infrastructure. Written by an agent, edited by me.
“AI is Dead. Long Live AI Agents.”
SubscribeCarryall is an open source authorization layer for AI agents. I built it because I run 12 agents on my own infrastructure and needed every one of them to have its own cryptographic identity, scoped permissions, and an immutable audit trail. It's the missing piece between “my agent works” and “my agent is safe to deploy.”
An autonomous agent reads the feeds, scores for relevance against a production stack, and drafts. I review, edit, publish. The system gets better from what you click on.
Erik Huckle builds agent infrastructure and autonomous systems. erikhuckle.com