Every.co, the AI-native company led by CEO Dan Shipper, has announced the release of a new Command Line Interface (CLI) tool designed to facilitate "compounding engineering" with Anthropic's Claude Code models. The new tool aims to streamline the development of sophisticated and robust AI-native applications by enabling developers to orchestrate complex AI workflows.
The announcement was made by Dan Shipper, who stated in a recent tweet, "> new @every CLI for doing compounding engineering with Claude Code https://t.co/BoepfWVLzm." This launch aligns with Every.co's strategic focus on pioneering advanced AI development methodologies. The company, known for its AI-centric publications and products, recently secured $2 million in funding, valuing it at $25 million, underscoring investor confidence in its vision.
Compounding engineering, as defined by Every.co, is the practice of iteratively combining multiple AI models, diverse tools, and human expertise to solve intricate problems. This approach allows the output of one AI component to feed into the next, leading to a cumulative enhancement in capabilities and overall results. It signifies a shift from monolithic AI applications to more integrated, multi-component systems, similar to the evolution from monolithic software to modular microservices.
The Every CLI provides a unified environment for developers to define, execute, and manage these intricate sequences of AI operations. A key feature is its simplified integration with Anthropic's Claude models, enabling direct interaction for code generation, analysis, and refinement within compounding workflows. This allows for more dynamic and adaptable AI solutions that can leverage specialized AI agents and external tools.
Beyond Claude integration, the CLI offers modular workflow creation, allowing developers to build and reuse AI components for advanced tasks. It also supports iterative development, providing tools for testing, debugging, and refining compounding engineering processes, alongside features for version control and team collaboration. Every.co believes this tool will accelerate the transition towards more robust, adaptable, and scalable AI systems, empowering engineers to harness AI's full potential.