Calyntro in action

One feature per episode, shown directly in the dashboard. Short, no slides.

Published
2026-10-21
Episode 2

What Happens When One Engineer Leaves? Knowledge Risk and Bus Factor in Your Git History

What happens to your codebase when one engineer leaves? Calyntro's Knowledge Risk view shows bus factor, sole owners and the files that only one person knows, using nothing but git history.

Real data from the public MongoDB Server repository; personal names are blurred.

Watch on LinkedIn → · Release notes →

Published
2026-10-13
Episode 1

What Your Codebase Already Knows: Hotspots and Knowledge Silos in Your Git History

Your sprint review shows velocity, but not where your codebase is quietly piling up debt. In this 90-second walkthrough, Calyntro reads the git history of the public MongoDB Server repository and surfaces two kinds of risk: hotspots (code that is hard to understand and changes often) and knowledge silos (code that only one person knows).

Watch on LinkedIn → · Release notes →

See it with your own hands

The live demo runs on the MongoDB repository. Calyntro itself is self-hosted: your code never leaves your infrastructure.

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