{"version":"0.2.14","anchor":"technical-improvements","canonical_anchor":"technical-improvements","heading":"Technical Improvements","tier":null,"area":null,"scope":null,"heads_up":null,"url":"https:\/\/changelogs.core-directive.com\/v\/0.2.14\/e\/technical-improvements","release_url":"https:\/\/changelogs.core-directive.com\/v\/0.2.14","markdown":"### Technical Improvements\n\nCode Quality\n\n- **Type safety**: Better path resolution with new `xA9()` and `cA9()` functions for tool path validation\n- **Resource management**: Improved cleanup of file descriptors and temporary files\n- **Error boundaries**: More robust error handling throughout the shell execution pipeline"}