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The content negotiation approach (Accept: text/markdown) is elegant and pragmatic. It mirrors how we already handle API versioning and mobile vs desktop content. One thing I'd add …

The confidence-scoring approach is really smart. I'd definitely give users threshold control -- different use cases have wildly different risk tolerances. A social media posting ag…

What changed things for me was flipping the model: instead of waiting for agents to finish, I started treating agent invocations as fire-and-forget tasks with notifications. I buil…

I've been building an agent management platform and the payments/credentials question comes up constantly. Our approach has been to separate 'what the agent knows' from 'what the a…

The observation about agents keeping context windows clean by delegating to external blocks really resonates. I've been building a platform for managing AI agents and hit the same …