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This is the place where I dump my stories as a developer (or as a compsci student, idk).

Beyond Code Coverage: Using Mutation Testing with Mutmut in a Django Project
June 2, 2026•9 min read

Beyond Code Coverage: Using Mutation Testing with Mutmut in a Django Project

How I used mutmut to find gaps beyond code coverage in a Django project, distinguish low-value mutants, and strengthen authentication and voting tests.

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TestingMutation TestingDjangoPythonBackend Development
Kubernetes is All You Need for Deployment and This Article Will Show You Why
May 9, 2026•11 min read

Kubernetes is All You Need for Deployment and This Article Will Show You Why

From a single Docker container to a fully automated, auto-scaling, self-healing production system — all on one platform.

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DevOpsKubernetesSoftware EngineeringDocker