Lever – replace agent token transport with deterministic hooks
Content-addressed stores make agent operations deterministic instead of relying on LLM re-emission.

71% token savings on git status by stripping human-readable fluff AI agents don't need.
Developers using AI coding agents (Cursor, Copilot, Claude Code)
git · libgit2 · delta
Content-addressed stores make agent operations deterministic instead of relying on LLM re-emission.
Benchmark-backed router cuts agent token costs by 70% across four task layers.
Hash-verified edits cut Claude editing tokens by 44%—measurable, specific, real win.
Unix user isolation keeps credentials out of agent context windows entirely.
Stops AI agents burning tokens on empty polls, unlike standard heartbeat loops.
MCP server budgets token spending, making agents plan tighter and stop when done.