I built Dirac, Hash Anchored AST native coding agent, costs -64.8 pct
Hash-anchored AST edits beat Cline and Roo on cost with reproducible evals.
move/copy/swap/replace using AST for agents.
AST operations beat fragile text patches for AI agent code edits.
Developers building AI coding agents, automation engineers
ast-grep · codemod · tree-sitter based tools
Hash-anchored AST edits beat Cline and Roo on cost with reproducible evals.
CLI wrapper for docx editing when python-docx already exists.
Embeds stable AST node IDs in source files to fix AI merge conflicts permanently.
Agents manage their own context window through a transparent local proxy.
AST scalpel for agents, but existing code-gen tools already handle large refactors.
Marker-based AI coding beats chat interfaces for version-controlled instructions.