I am writing to share critical feedback regarding the current state of the Anaconda Desktop Beta release. After extensive testing, it is clear that the platform is currently suffering from a high volume of bugs, instability, and broken features—most notably within Agent Studio, which consistently fails to function as intended for local development workflows. Given these persistent roadblocks and system-level failures, this platform requires a major architecture and stability upgrade before it can be relied upon for production-grade software engineering or quantitative development. Because of these limitations and interface bugs, I am bypassing Agent Studio entirely and migrating my development workflow to use native editor integrations like Kilo Code paired with local model endpoints. I strongly encourage the team to prioritize core stability, error handling, and reliability fixes in upcoming patches. Do not place features like anaconda assistant if it never works