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Reduce Risk from Turnover and Burnout

Every CTO has faced it: a key engineer leaves or burns out, and no one else can confidently take over their work. What follows is delays, rewrites, and stalled momentum, all because critical knowledge was isolated. Coding Talent MRI gives you the visibility to prevent that. It shows which engineers understand which parts of the codebase, where knowledge is siloed, and how maintainable the code really is.

How You'll Use It

1

Explore the Knowledge Map

See who understands what: across domains, components, and shared systems. Spot areas with isolated ownership where no one else can easily step in.

2

Check Maintainability Scores

Even shared code becomes fragile if it’s hard to understand. Use these scores to guide coaching, refactoring, or pairing efforts before problems arise.

3

Plan Transitions with Confidence

Identify where handoffs will be smooth and where they’ll require intervention. Assign secondary owners and structure knowledge transfer before it’s urgent.

4

Track Risk Reduction Over Time

Watch knowledge gaps shrink and maintainability improve as your team grows. Use trend data to inform staffing, leadership focus, and organizational design.

Why It Matters 

Burnout and turnover are inevitable, but they don’t have to be disruptive. The real risk isn’t that someone leaves. It’s that no one else is ready when they do. Coding Talent MRI gives CTOs the foresight to build resilient teams. Teams that rotate, scale, and sustain what they’ve built, no matter who’s in the chair.

Get Started

Request a Demo

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

Your Strategic Advantages 

Automated insight into code quality and maintainability
Developer skill mapping based on real contributions
Detection of high-risk code and single points of failure
Sustainment scoring for all new and legacy code
Visibility into technical ownership and knowledge silos
Standards enforcement for future development
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