When a worker thread completes a task, it doesn't return a sprawling transcript of every failed attempt; it returns a compressed summary of the successful tool calls and conclusions.

The beauty of pattern-based learning is its transferability. Once you grasp the core idea behind, say, the "Two Pointers" technique, you can apply it to a range of problems, from finding pairs that ...