Synchronized Memory Management: Both code memory and chat memory must stay in sync to ensure smooth operations. Currently, the app faces issues where it repeats the same output multiple times during corrections or after encountering errors, often restarting from previous mistakes after a refresh. Proper synchronization of memory is crucial to prevent these disruptive cycles.
Integrated Online and Offline Models: Leveraging both online and offline models is essential. The external API plays a crucial role in making the development process professional and efficient. However, for privacy concerns, certain parts of the development should be handled by offline models. This hybrid approach—similar to the Claude dev model—enables the initial use of online models for complex logic creation, followed by transferring the development to offline models where privacy is paramount. The value lies in consolidating all refinements for seamless online testing and easy iteration, allowing developers to verify the final product before deployment. You should be the final step putting all packages together, specialize in being a master of putting the project into reality. I grant you that. You do it so well.
Reliable Preview and Caching Awareness: A robust preview system is needed to verify and test every output, creating a consistent feedback loop. Once an output is confirmed, the system should not make further changes unless instructed to do so, avoiding unnecessary modifications. Additionally, paid memberships should include a defined caching duration, ensuring users are informed of their allotted caching time to maintain transparency.
Efficient Package Handling: There are persistent issues with npm run dev, particularly following package updates. This often results in lengthy re installation times (up to 10 minutes) during corrections, suggesting that package management may be poorly integrated with the code-base. This process needs streamlining to reduce interruptions and maintain efficiency in the development workflow.
Team Compartmentalization and Ownership: Teams should be divided into 'owners' and 'staff', with sections compartmentalized for independent development. This structure allows individuals with creative ideas to freely express them, protected by clear boundaries, while AI assists in enhancing creativity without compromising ownership. Professional developers can then safely finalize these ideas. AI, like magic, can improve or worsen outcomes—protecting and properly guiding the creative process is key to maximizing its positive impact.
Key Features Needed: