Agent Engine Upgrade

Major upgrade to the agent execution engine. Agents now run on a more capable foundation with smarter delegation, adaptive thinking effort, budget safety, and enhanced self-learning from your feedback.

• ›Smarter delegation: specialist agents now use your plan's most powerful model instead of a weaker one, and get more room to complete complex tasks
• ›Adaptive effort: the system automatically adjusts thinking depth based on task complexity -- quick answers for simple questions, deep reasoning for complex work
• ›Budget safety: per-query cost caps prevent any single task from consuming your entire monthly budget
• ›Enhanced learning: agents now learn aggressively from corrections and reinforcement -- say "perfect" or "no, try again" and they remember for next time
• ›Live delegation progress: see what specialist agents are doing in real-time during handoffs
• ›Faster execution: removed redundant planning step that was causing agents to announce intentions instead of acting