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Michael Onofre
Michael Onofre

Systems · Evaluation · Adoption

I build, evaluate, and help teams adopt practical AI workflows.

Portrait of Michael Onofre

Working practice

Build · Evaluate · Enable

About

I focus on AI evaluation, agentic workflows, and practical AI enablement.

I map real work, build AI-assisted systems with prompts, agents, MCP tools, APIs, and automation, then test how they behave beyond the ideal demo.

I evaluate outputs for accuracy, instruction adherence, reasoning, hallucinations, clarity, and edge cases—then add human-review checkpoints, documentation, demos, and training so teams know when AI should automate, assist, or escalate.

How I work

From working prototype to working practice.

  1. Build

    Prompts, agents, MCP, APIs, and automation.

  2. Evaluate

    Accuracy, edge cases, safeguards, and human review.

  3. Enable

    Demos, playbooks, onboarding, and training.

Latest note

7 min read

AI is the hammer, not the blacksmith

A practical guide to using AI at work without outsourcing verification, judgment, or responsibility to the tool.

Read article

Contact

Have a workflow worth improving?

Let's talk