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This configuration replaces constant manual monitoring of Claude Code sessions with async macOS notifications, making it possible to genuinely step away while Claude works and return only when input is needed.
Canopy replaces the fragile manual workarounds — stashing, multiple clones, hand-written shell scripts — that developers previously needed to run concurrent Claude Code sessions across branches.
The guide demonstrates that a fully local, offline-capable coding agent running on consumer Apple Silicon hardware can reach usable generation speeds through llama.cpp MTP speculative decoding, outperforming the Mac-native MLX runtime for this workload.
Glint removes the need to manually alt-tab into terminal windows to check Claude Code session state, directly addressing the problem of sessions sitting blocked and unnoticed for extended periods.
Headroom surfaces Claude Code's rate-limit data passively in the menu bar — reading the same local file Claude Code already writes — so users see session and weekly usage at a glance instead of being caught mid-task when a limit hits.