Stop Playing Whack-a-Mole
With Your AI Agents

Your AI works in demos but breaks in production. You fix one thing, three more break. Sound familiar? I’ll show you the systematic approach that top AI teams use to build agents that actually work—and keep working.

Trusted by industry leaders

Henry Shi, Co-Founder of Super.com - Vunda AI client testimonial
Henry Shi
Co-Founder, Super.com
Greg Kamradt, President of ARC Prize Foundation - Vunda AI client testimonial
Greg Kamradt
President, ARC Prize
Charlene Li - Vunda AI client testimonial
Charlene Li
Bestselling Author
Book Strategy Call

Does this sound like your AI team?

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“It worked perfectly in testing” becomes your most-used phrase

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You’re tweaking prompts based on gut feeling, not data

×

Each fix creates new edge cases you didn’t anticipate

×

You have no idea which failures matter most to users

Here’s the truth:

Manual analysis catches what automated tools miss. The secret weapon isn’t better models—it’s a systematic debugging process.

The Reality Check

Most AI agents fail because teams are guessing at fixes instead of measuring what’s actually broken

Stop Guessing, Start Measuring

I’ll teach you the exact debugging loop that catches 90% of failures before your users do. No more “it seems better” - know exactly what’s broken and why.

From Chaos to System

Transform your random bug fixes into a repeatable process. Build a failure taxonomy, automated tests, and regression prevention that actually works.

Ship With Confidence

Deploy agents that survive real users, handle edge cases, and improve with each iteration. No more 3am emergency fixes.

Client Success Stories

Charlene Li - Vunda AI client testimonial

Charlene Li

Bestselling Author | Founder, Altimeter Group | Board Director

“I asked Ryan to review the technical chapter of my book, and he not only delivered clear, insightful feedback, but went above and beyond by creating a resource I could share with my audience. He has a rare gift for explaining complex AI concepts in plain language, making me feel smarter without making me feel small. Ryan is generous with his time, thoughtful in his approach, and one of the few people I genuinely look forward to learning from every time we connect.”
Henry Shi, Co-Founder of Super.com - Vunda AI client testimonial

Henry Shi

Co-Founder of Super.com ($150MM+ revenue/year) | LeanAILeaderboard.com | Angel Investor | Forbes U30 | EY Entrepreneur of the Year

“I had an MVP I wanted to launch quickly, and so I worked with Ryan to release it. He built it in under a week exactly to spec, and it’s been performing perfectly since launch. Would highly recommend working with Ryan on everything from typical development work to complex, high-performing AI agent systems.”
Greg Kamradt, President of ARC Prize Foundation - Vunda AI client testimonial

Greg Kamradt

President of ARC Prize Foundation

“Working with Ryan has been great. We started off with a scoping session where he listened to all of our goals. He then wrote up a clear doc that outlined the process and ensured alignment. Communication was prompt and thorough. His development guidance was invaluable.”

Proven Results

Real-world AI implementations delivering measurable business impact

Novo Nordisk

Deployed phone AI agent that called tens of thousands of pharmacies across the country to help fill prescriptions for patients needing Ozempic and Wegovy. Reduced RAG hallucinations and improved “good answers” by approximately 40%.

Voice AIRAG OptimizationHealthcare

ARC Prize

Refactored the entire testing repository used to generate ARC Prize scores. Built comprehensive evaluation infrastructure and developer tooling for the competition platform.

Testing InfrastructureDeveloper ToolsAGI Research

And More...

Additional client projects under NDA and in stealth mode

Enterprise AIHealthcare TechFintech

About Ryan Brandt

Ryan Brandt, AI Agent Consultant and Founder of Vunda AI

👋 Hey, I’m Ryan. I help companies build AI agents that don’t just demo well — they actually work in production.

I cofounded Wise Assistant (now Relish) in 2019 to build AI-first customer experience tools. Later, I cofounded DentoAI, where I led our agent infrastructure through HIPAA compliance and helped secure a $2.7M seed round.

Through my consultancy, Vunda.ai, I take a tool-agnostic, first principles approach to ship agents and evaluation systems for clients like Henry Shi (Founder of Super.com), ARC-AGI Benchmark, and others. While I contributed early to LangChain, I believe in choosing the right tool for each job - not just following trends.

Today, I’m responsible for agentic systems handling thousands of daily interactions with happy customers.

🛠️ What I focus on:

  • •Tool-agnostic, first principles approach - choosing the right stack for each unique challenge
  • •Building agents that survive audits, real-world traffic, and customer expectations
  • •Debugging LLM workflows with custom evaluation frameworks (like my MCP debugger)
  • •Accelerating the cycle from prototype to live deployment
  • •Training staff and senior engineers to 3-4X their output using AI tools and best practices

🚀 Why it matters:

Most agents break the moment they leave the playground.

I believe the future belongs to teams that ship — not just demo. Real users. Real outcomes. Real scale.

If you are building with LLMs and want your systems to actually work, follow along or reach out.

Let’s build something that lasts.

Fine-Tuning with LangSmith →OpenAI Fine-Tuning Guide →LinkedIn →

Ready to Stop the Chaos?

Let’s build your systematic approach to AI reliability. No more emergency fixes.

Ready to discuss your AI agent needs?

Book a Call