After using the Manus AI orchestration agent wrapper for 15 days, I found it to be a powerful orchestration tool with real potential, but it still has limits around task continuation, context window handling, and support for multi-step workflows. Manus offers strong replay and task execution features, but the pricing and credit system makes it difficult to support ongoing complex projects. My top five takeaways focus on the importance of continuation, recovering from context window limits, adding save points, aggregating replays, and supporting stacked or connected tasks.