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AgentNexus, a new open-source framework, coordinates multiple LLM agents by service boundaries rather than roles, enabling automatic diff-aware notifications when documents change. The system uses a v…

Researchers analyzing token consumption in LLM-based multi-agent software engineering systems found that code review stages consume the majority of tokens at 59.4%, with input tokens accounting for 53…