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UC San Diego
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Coding agents can now access repository context 8.7x faster, dramatically improving efficiency in navigating evolving codebases.
Current LLM memory systems falter when faced with the continuous, machine-generated interaction streams typical of real-world agentic applications, highlighting a critical need for causality-aware and tool-augmented memory architectures.
