A Tool for Developing Great Engineers and Great Products
The Coding Talent MRI is a software intelligence platform that helps engineering leaders grow talent, reduce delivery risk, and build stronger teams. It analyzes real contribution data to flag hard-to-maintain code, uncover knowledge silos, and surface each developer’s true skills and codebase expertise. By making engineering talent visible and measurable, it enables faster team formation, supports career growth, and helps retain top performers—all while improving product quality and resilience.
Grow Engineering Talent and Careers
Uncuff Engineers. Unlock Progress.
Nothing sidelines more engineering careers than a successful product. As engineers become tethered to legacy systems, their skills stall—even while the product thrives.
Coding Talent MRI keeps engineers advancing. It turns development activity into insight: who knows what, where expertise lives, and how it’s evolving. Leaders can proactively unhandcuff engineers from aging systems—ensuring knowledge is transferred, code is maintainable, and no one’s career is stuck maintaining yesterday’s work.
Get Your Best Engineers
on Your Biggest Opportunities
In fast-moving markets, your ability to compete depends on how quickly you can align the right talent with the right opportunity. Coding Talent MRI gives you the real-time visibility to do exactly that. By analyzing daily engineering work, it builds dynamic profiles that reveal each developer’s true skills, codebase knowledge, and domain expertise—so you can draft high-performing teams with confidence and speed. It’s the intelligence layer that lets your organization move faster, stay agile, and out-innovate the competition.
Set Your Standards
Go beyond checking if code works—ensure it’s built to last.

With Coding Talent MRI, you can set measurable standards for code quality and maintainability, and enforce them at scale. Use our 0–5 scoring system to require minimum maintainability levels and build sustainability into your development culture.
Code scoring below 3 often can’t be sustained without the original author, but with clear thresholds in place, your team can mandate improvements. Software shouldn't just be about shipping features—it’s about delivering quality products that will last.
Identify Single Points of Failure
For People
Easily identify key personnel filling domain knowledge gaps that need to be retained through critical delivery milestones.
For Projects
Find weak points in code survivavbility across your projects. Know who understands them and whether they can endure turnover.

Map Knowledge and Talent with ground truth data
Coding Talent MRI reveals each developer’s true technical skills by analyzing real code contributions—not job titles or resumes. It ranks engineers across key dimensions like maintainability, domain expertise, and impact, helping leaders assess talent more accurately. The platform also maps knowledge concentration over time, so you can track developer growth and know who's staying up to date.
Track Developer Talent
Technical Skills
Do they have proven experience using the technologies that drive your business forward?
Solution Domain Knowledge
Do they understand your product space and user needs well enough to accelerate innovation?
Code Maintainability
Do they write easily maintainable code that won’t have to be rewritten in a few years?
All automatic with Git-based version control
Easily connect with the tools you already use—no manual input needed. Coding Talent MRI works automatically with your Git-based version control system to surface insights directly from real engineering activity, with zero disruption to their workflow.



Get Started
Take the first step toward growing your software talent and building products that last.