Groundtruth – Stop hook that blocks Claude Code from saying done
Stop hook enforcement beats trusting agents to self-verify their work.
Dynamic memory for coding agents: chart discoveries as you explore, cache-bust when files change
Auto-invalidating cache saves 77% tokens on repeat codebase questions.
Developers using Claude Code or Codex for large codebases
Aider · Cursor · Sourcegraph Cody
Stop hook enforcement beats trusting agents to self-verify their work.
Cuts agent token costs by 98% compared to grep without needing GPU inference.
Grep wins on correctness, but tree-sitter cuts tokens by 50% on hard tasks.
Grep for agent memory without the noise of auto-injected vector embeddings.
Rust coding agent with ast-grep integration competing with Aider and Cursor.
Rust TUI agent with ast-grep search, though Aider dominates the CLI coding space.