Full-stack engineer · Agent developer

Every layer of the stack.
Including the new one.

I’m Yitz Jordan. I build the systems behind the interface—from products people use every day to AI agents that reason, collaborate, and act.

Decades of shipping. Now exploring what we can build when software learns to work together.

Current focus

Multi-agent systems Model behavior Product engineering

01 / Field notes

Research & experiments

Questions worth testing.
Observations worth sharing.

Model behaviorEssay · LLM experiments

From MCs back to agents: default personas

Asked to personify themselves as frontend engineers, frontier models reach for the same look: mid-30s, glasses, and layers. What default personas imply for bias.

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Model behaviorEssay · LLM experiments

LLMs Freestyling 2: No System Prompts Allowed

A second freestyle battle exploring how attempts to remove default system prompts affect model personas, cadence, and context.

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Model behaviorEssay · LLM experiments

LLMs Freestyling: Double Nickel and Big Six

What happens when language models enter a freestyle cipher? An exploration of persona, cadence, and how context holds up across rounds.

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02 / In practice

Systems, shipped.

All repositories
Featured project

Agent Roundtable

Agents that can convene other agents.

An MCP server for meetings and collaborations between AI personas across six providers. Bring different perspectives to a problem, run local conversations, and keep the same persona as you change models.

  • MCP
  • Multi-agent collaboration
  • Local & cloud models
Explore the repository

From interface to infrastructure.

I bring a product engineer’s eye to agent systems: how they behave, how they fail, and whether they’re useful to the person on the other side.

Agent development
Orchestration, persona design, MCP tooling, local inference
Product engineering
TypeScript, React, React Native, Next.js, Node, Postgres
Engineering judgment
Reliability, observability, legacy rescue, technical leadership

Build something that matters.

Good problems deserve
thoughtful engineering.

For engineering roles, collaborations, or a conversation about agents.

Let’s connect