Hello! I'm Seth Hobson, a software engineer with 15+ years building data-driven applications, services, and distributed systems at the intersection of finance, technology, and AI.

• Senior AI Engineer, United Data Technologies (2025-present)
• Founder, Major 7 Apps LLC (2024-present)
• Senior Software Engineer, Kuali Inc. (2021-2023)
• Senior Software Engineer, Apple Inc. (2015-2021)
• Software development and web technologies (2009-2015)

• Software Architecture and Design
• Full-Stack Development: Python, JavaScript/TypeScript, SQL, Go, C, Rust
• AI/ML/LLM Implementation and Integration
• LLM Performance Optimization: RAG, Agentic RAG, SFT, and RAFT
• API Engineering: REST, GraphQL, gRPC, MCP, A2A
• Database Design: RDBMS and NoSQL
• Data Pipeline Engineering
• Cloud Computing and Distributed Systems: Azure, AWS, Terraform
• Data Analysis and Visualization

• Master of Music, Vocal Performance - Indiana University Bloomington
• Bachelor of Science, Computer Science - Appalachian State University
• Bachelor of Music, Vocal Performance - Appalachian State University

Production-ready agentic workflow building blocks: 92 plugins, 202 agents, 181 skills, and 105 commands (including 16 multi-agent orchestrators). Built for Claude Code and consumed natively by OpenAI Codex CLI, Cursor, OpenCode, Antigravity CLI, and GitHub Copilot from one Markdown source.

57 slash commands for Claude Code: 15 multi-agent workflows and 42 focused tools spanning full-stack development, incident response, ML pipelines, security hardening, and infrastructure.

AI-powered financial guide offering trading insights, stock analysis, and risk management.

Universal memory runtime for AI agents. Framework-agnostic, protocol-native, and offline-first, with episodic/semantic/procedural memory, 8-signal fusion retrieval, and FSRS-based forgetting. Ships as Python, TypeScript, Go, MCP, REST, and CLI.

Personal stock analysis MCP server for traders and investors.

Production-grade MCP server for the Tiingo financial data API. 17 tools covering stocks, forex, crypto, news, fundamentals, and corporate actions. Published on PyPI.

I publish AI Primitives, a weekly newsletter on applied AI, agentic systems, and the engineering primitives behind them.