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GSD Pi

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Description

Coast is a unique memory system tailored for you and your agents, functioning as a constant screen recording application that utilizes secure, local inference on Apple’s Neural Engine to enhance your personal context. Specifically crafted for Mac, Coast discreetly tracks your screen activities in the background while adhering to the privacy settings you establish. Upon installation, users must provide permissions for screen recording and accessibility, enabling the app to document user actions and create a searchable archive of their visual experiences. Coast empowers users to navigate through their personal history, efficiently traverse a visual timeline, and revisit previous activities without depending on cloud services. By prioritizing a local-first model, it ensures that all inference happens directly on the device, thereby making personal context readily accessible while safeguarding privacy and user autonomy. Not only does the app serve as an individual memory repository, but it also acts as a valuable resource for AI agents, fostering a seamless integration of personal insights. This dual functionality enhances both user experience and the effectiveness of AI interactions.

Description

GSD Pi serves as a local-first coding assistant designed to facilitate the planning, execution, validation, and tracking of project tasks through the command line. This tool integrates a terminal agent with various project workflow utilities, Git automation aware of worktrees, local project memory management, model routing capabilities, and optional user interface integrations, enabling projects to transition smoothly from conception to thorough review with minimal manual effort. At its core, GSD Pi operates on an execution loop that ensures AI-assisted engineering remains transparent: it transforms ambiguous intentions into clear scopes, formulates sustainable action plans with appropriate context, carries out tasks in organized environments, validates outcomes with supporting evidence, and finalizes work with accurate commits and dependable transitions. Users can initiate guided or rapid coding sessions directly from the shell, segment their projects into milestones, slices, and tasks, while leveraging the auto mode to orchestrate the planning, implementation, verification, and progression of their work. Additionally, GSD Pi retains a comprehensive repository of requirements, decisions made, runtime observations, generated plans, summaries, and validation evidence, which collectively enhance project continuity and accountability. Through this consolidation of features, GSD Pi empowers developers to maintain a streamlined workflow and achieve their project goals efficiently.