I was tired of all false claims, so I built Atelier, honest 30% saving on CC. (github.com)

Atelier has launched a groundbreaking tool designed to enhance Claude Code's efficiency by reducing token usage during coding sessions. This 30-second installation operates seamlessly in the background, optimizing searches, file reading, and command outputs while providing a live savings meter. The significant 30% claimed savings are backed by raw benchmarks and real user data, showcasing improvements in accuracy and reduced costs across various coding tasks. This development is pivotal for the AI/ML community, particularly for developers using Claude Code, Codex, and similar agents. By streamlining the coding process, Atelier allows users to focus on productive work rather than repeated setups or excessive token expenditures. Key technical enhancements include more precise context retrieval, reduced command outputs, and the ability to reuse session memory, all while maintaining compatibility with existing coding workflows. The local operation and open-source nature of Atelier further underscore its accessibility and practicality, making it an attractive option for developers looking to optimize their coding efficiency.