Helpline drops as Anthropic AI Layer boilerplate

Helpline provides the missing architectural blueprint for making agents like Claude Code production-ready in complex environments. It marks a shift from simple RAG toward sophisticated, hierarchical context engineering for autonomous agents. The monorepo demonstrates how hierarchical CLAUDE.md files solve context stuffing, while self-improving session hooks and path-scoped skills enable efficient codebase exploration without bloating the context window.