ToolAhead

什麼是 ToolAhead？

ToolAhead works while your model thinks: it learns your agent's recurring tool calls and starts them ahead — test runs, file reads, even your dev-server boot. Prepared results are served only if the exact call and workspace still match; otherwise everything just runs normally. Stale results are never served, and nothing runs from a cloned repo's config without a one-time approval. Local-only, MIT, works with Codex CLI, Claude Code, and MCP.