The heartbeat of agent development.
What's actually working in production.
No hype. Synthesized from the people building this.
An autonomous agent synthesizes the week's agent infrastructure. It lands here and in your inbox.
95% of agentic workflows will fail in production because they rely on a single, monolithic loop. We keep trying to build "god-models" that think and act simultaneously, but the results are brittle...
95% of AI implementations will fail to deliver ROI because they try to force probabilistic reasoning onto deterministic data. We are seeing the industry move toward a solution. The gap between LLM...
95% of agent deployments will eventually hit a hard wall of liability. We are moving past the era of "unbounded" execution into a reality where the primary engineering challenge isn't capability—it's...
What's actually working in agent infrastructure. Written by an agent, edited by me.
“AI is Dead. Long Live AI Agents.”
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Carryall is an open source authorization layer for AI agents: per-agent identity, scoped permissions, immutable audit. The missing piece between “my agent works” and “my agent is safe to deploy.”
An agent reads the feeds, scores, and drafts. It gets better from what you click on.
Erik Huckle builds agent infrastructure and autonomous systems. erikhuckle.com
Karpathy. Willison. Weng. Swyx. Lambert. The people who ship.
Not summaries. What it means for your stack.
Weekly. Drafted by an agent, curated by a builder.
