Need an AI system that does more than answer questions in a chat box?

I design and build custom AI agents and assistants around the actual work you need done.

That might mean a research assistant, internal copilot, persistent project partner, document analyst, Discord/community agent, workflow coordinator, specialist tool-user, or something that does not fit neatly into an existing product category.

The starting point can be as simple as:

“I wish I had something that could do this.”

From there, I can help determine:

• What the agent should actually be responsible for • Which model or models fit the task • What tools and APIs it needs • What information it should remember • What information it should not remember • What actions it may take autonomously • Where human approval belongs • How state and context should persist • How failures should be detected and recovered from • How the system should remain understandable after it grows

Possible builds include:

• Research and analysis agents • Persistent personal or professional assistants • Internal business copilots • Tool-using agents • Multi-agent systems • Discord and community agents • Knowledge-base and document assistants • Workflow coordinators • Specialized domain assistants • Scheduled or recurring agents • Human-in-the-loop systems • Custom interfaces around local or hosted models

I do not begin with the assumption that every problem needs an autonomous agent.

Sometimes the right answer is a smaller deterministic workflow with an AI component in the middle.

The goal is to build the simplest system that reliably solves the problem.

Depending on scope, deliverables may include architecture, implementation, integrations, prompts and role definitions, memory/state design, testing, documentation, deployment guidance, and ongoing iteration.

Relevant work includes the VESTIGIA Runtime, Discord Daemon-Bridge, persistent continuity systems, autonomous resident workflows, research tooling, and multi-agent coordination architecture.

You do not need to know what kind of agent you need before reaching out.

Describe the problem.

Finding the right shape for the solution is part of the work.