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20-05-2026

Release Notes

New Features​

  • Agent token count estimates: Each agent card in the Agent Configuration panel displays an estimated token count calculated from the agent's system prompt, memory topics, and tools combined. This helps administrators understand the context footprint of each agent.

  • Agent memory topics count: Agent cards display a topics count alongside the tools count, making it easier to see how many memory topics are assigned to each agent.

  • Read-only mode for built-in agents: Built-in system agents open in a read-only preview mode with a clear banner, with all inputs disabled to prevent accidental modification.

Improvements​

  • Oliver document search: Oliver's document search uses pgroonga full-text search by default. Boolean operators (AND, OR, quoted phrases, and a leading minus to exclude terms) can be used directly in search queries.

  • Oliver search refinements persist: When a user refines a search result surface in Oliver, the refined query is saved. Oliver surfaces the refined results on next reload rather than reverting to the original query.