The “freshness budget” concept is a really useful way to think about AI agents. It’s easy to focus on giving an agent more context, but if that context is outdated, having more of it can actually make the decision worse. We’re seeing a similar focus with Oglas AI building agents that use the right context at the right time, rather than just throwing more data at the model.