House Rules for the Agents

April 6, 2026

TL;DR

Anthropic's restriction of OpenClaw, a third-party tool, for its Claude Max subscriptions has led to user complaints about the policy.
The dispute centers on prompt caching, a cost-saving feature that can be broken by third-party tools, leading to increased processing costs for the AI provider.
Users and commentators argue for a metered or subscription-based model where increased usage incurs higher costs, rather than banning specific interfaces.
The cost of AI video analysis has significantly decreased, with Gemma 4 offering a 97% reduction compared to 18 months ago, enabling new applications.
The article critiques a one-person, billion-dollar GLP-1 telehealth startup built with AI, highlighting the exploitation of regulatory loopholes and the potential for wider misuse.
Design principles for human-agent interaction focus on creating legible and controllable systems rather than simply approving every agent action.

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