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Agent4cs is a multi-agent framework that summarizes large, hierarchical codebases in a bottom-up fashion using specialized agents for summarization, keyword extraction, and quality assurance, achieving up to 8% improvement in semantic consistency and 38% gain in keyword coverage over baselines.
Official best practices for Claude Code in large codebases, also applicable to Codex or other AI Agents, introducing basic safeguards and optimization methods.
Anthropic's blog post details best practices for using Claude Code in large, complex codebases, explaining how agentic search and the 'harness' of extensions like CLAUDE.md files improve navigation and performance at scale.