Erick Shepherd

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Skill

Context engineering

Related work and learning, in one place.

Projects

  • Gestalt — A Multi-Provider AI Workspace

    Project

    I architect and direct Gestalt’s AI-assisted development: a workspace for conversations, prompt skills, and provider execution. Its Python, React, and Rust components separate prompt content from permissions and connect to tools through MCP.

  • LLM Guidance Routing and Evaluation

    Project

    I developed a deterministic Python router for prompt guidance with AI-assisted implementation. It resolves dependencies and context budgets; controlled comparisons tested whether structured revision improved results over the baseline.

  • Career knowledge and document workflows

    Structured career files and primary-source documents support task-directed retrieval and evidence-grounded document generation. The workflow uses file and keyword retrieval rather than a vector database.

Courses & credentials