Ecosystem overview for everything related to llm-adapter.
deepclaude is a backend adapter for the Claude Code CLI that redirects its autonomous agent loop to cost-effective models like DeepSeek V4 Pro. It preserves core features such as file editing, terminal execution, and subagent spawning while reducing costs by 17x through DeepSeek's automatic context caching. The tool supports mid-session backend switching via slash commands, remote control via web browsers, and real-time cost tracking, offering a high-performance yet affordable extension to the autonomous coding ecosystem.