Evaluating Agent Workflows with Traces, Feedback, Human Labels, and LLM Judges
A practical evaluation stack for agent systems: collect traces, use feedback to find pain points, add human labels, and apply LLM judges with calibration.
Delivering excellence since 2016.
Whether you have a single page starter project or a complex financial or scientific application that needs to be created, we have the flexibility and skills needed to bring your vision to life.
A few of our valued clients.
Personality Genie
Cardinal Advising
Youngevity
WeCare Holistic
Essential Returns
Visyul LLC
LiteracyPro Systems
Contentware
From the blog
Learn how to grow your business with our expert advice.
Securing and Observing AI Coding Agents Before Repository and Shell Access
How to sandbox, gate, and instrument AI coding agents before giving them repo write access or a shell.
What standards, test harnesses, and trust controls make MCP integrations production-ready?
Production MCP needs more than protocol support: contract tests, capability policy, trust scoring, and hardened auth and session handling.
David is a highly skilled and experienced full-stack web developer with extensive knowledge of modern, and fast, website design frameworks...
Services
As a collective of highly skilled freelance developers, we offer a range of services to help you get your project off the ground.
- Web development. We specialise in crafting beautiful, high quality web applications and effective marketing websites.
- GraphQL API Development. We create secure high performance GraphQL API endpoints that are scaleable.
- User Interface Design. We follow modern web application and user experience design principles and standards to create web applications that look good on your desktop and mobile phone browser.
- Technology Migration. We can help you reduce costs and improve customer experience by modernizing your web application technology platform to leverage supported technologies and tools.
Let's work together
Tell us about your project. We would love to work with you.
