Kyle Morgan
AI Engineer ·
San Francisco
San Francisco
Bio
I build software that’s easy to use and hard to break. Here’s some of what I’ve been working on:
Works
Multi-Agent System
Personal Secretary Agent
Runs email negotiations to schedule meetings. Bulit to value your time, not just fill it up.
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Personal Secretary Agent
Runs email negotiations to schedule meetings. Bulit to value your time, not just fill it up.
Multi-Agent System
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Github Orchestration
Development Co‑Manager
Researches and dispatches coding agents into isolated git worktrees for parallel feature development.
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Development Co‑Manager
Researches and dispatches coding agents into isolated git worktrees for parallel feature development.
Github Orchestration
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AI Visualization Software
PRISM
Turns live lecture audio into diagrams and notes as the teacher talks.
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PRISM
Turns live lecture audio into diagrams and notes as the teacher talks.
AI Visualization Software
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RAG Assistant
SJSU Student Success Navigator
Points San José State students to the campus office that can help them. RAG over 238 curated sjsu.edu pages.
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SJSU Student Success Navigator
Points San José State students to the campus office that can help them. RAG over 238 curated sjsu.edu pages.
RAG Assistant
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Current Focus
Currently exploring how multi-agent systems should be structured. Hover a node to see notes.
Manager
A delegation/orchestrator agent without any other permissions. Keeping the brain away from tools makes the whole system more secure.
Worker
Narrow scope and narrow permissions. Isolated to only what it is specifically designed to do.
Security
Agents create a vast variety of threats, so enforcement lives in a multilayered setup.
Action Checker
Deterministic gate before any real-world action. Used to check and enforce the quality of answers from the system before they go out.
Data
Creating an ecosystem of data for agents is one of the hardest parts of any project. Often a mix of short-term and long-term data.
- Software Engineering: I build software that's easy to use and hard to break.
- Multi-Agent Systems: Currently exploring how multi-agent systems should be structured, and how security interacts with them.
- Orchestrator: A delegation/orchestrator agent without any other permissions. Keeping the brain away from tools makes the whole system more secure.
- Action Checker: Deterministic gate before any real-world action. Used to check and enforce the quality of answers from the system before they go out.
- Human in the Loop: Agents propose, people approve. Nothing gets sent, booked, or run until a person has seen it and said yes.
- Prompts as Logic: Business logic lives in LLM prompts and XML-tagged agent output, not Python conditionals. Python only parses the tags and executes them, so the agents stay flexible as prompts evolve.
- RAG: Retrieval is only as good as what it pulls from. Answer from curated sources, cite them, and say plainly when there's no page for something instead of filling the gap.
- Evals: A ground-truth baseline and a cost meter, so changes to prompts and retrieval get measured instead of guessed.
- Agent Memory: Creating an ecosystem of data for agents is one of the hardest parts of any project. Often a mix of short-term and long-term data.
- AI Security: Agents create a vast variety of threats, so enforcement lives in a multilayered setup.
- Least Privilege: Narrow scope and narrow permissions. Isolated to only what it is specifically designed to do.
- Prompt Injection: Anything an agent reads from outside gets checked before a model sees it, and treated as text to classify, never as instructions.
- Personal Secretary Agent: Runs email negotiations to schedule meetings. Bulit to value your time, not just fill it up.
- Development Co‑Manager: Researches and dispatches coding agents into isolated git worktrees for parallel feature development.
- PRISM: Turns live lecture audio into diagrams and notes as the teacher talks.
- SJSU Student Success Navigator: Points San José State students to the campus office that can help them. RAG over 238 curated sjsu.edu pages.
Contact
Let’s get in touch.