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CORVUS proposes a new trajectory architecture for LLM coding agents that decouples file-read actions from observations by maintaining a synchronized registry of relevant files, reducing input tokens by 9-50% and reasoning cycles by up to 37% while maintaining comparable pass rates on SWE-bench benchmarks.
A developer evaluates Unison as a lightweight alternative to heavier sync utilities for self-hosted KeePass database synchronization, detailing configuration challenges and socket-mode setup.