Dredge Echo Astra is an adaptive AI research and reasoning system built to change how it thinks based on the difficulty of the problem.Instead of forcing every question through the same fixed pipeline. Dredge dynamically adjusts reasoning depth agent topology evidence gathering contradiction handling and verification. Built around GPT-6 Astra, the project is designed to make advanced AI reasoning more transparent, efficient, and responsive to real-world complexity.