GenAI
WTF does code quality mean when humans stop reading the code?
I have been using AI to write code since GPT and Claude 3.5 Sonnet made it useful enough for real…
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How to Improve Code Quality with Code Review, Tests, and Automation
Improving code quality means creating a process where small changes, objective reviews, reliable tests, and automation before merge reduce bugs,…
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The best tools to automate the SDLC process in 2026
I’ve been noticing more teams looking for ways to reduce manual steps in the development lifecycle. They want consistency, and…
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Beyond the OWASP Top 10: How to identify security vulnerabilities in your code
We have all shipped code to production that passed every check. The PR gets approved, the build goes to production,…
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Platform Engineering metrics: what to track in your first 90 days
New platform teams often get their first metrics wrong. They build dashboards with things like CPU usage, memory, and number…
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Integrating legacy systems with newer technologies while the system grows
The most dangerous systems in an organization are often the ones no one complains about. They sit there, processing transactions…
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High severity code review findings per 1,000 changes
Raw counts can be misleading. If one repo changes 10 million lines and another changes 200k, the first will almost…
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The Future Of Software Engineering according to Anthropic
The initial productivity gains from AI code assistants are starting to come with a cost. The speed is undeniable. You…
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Will Engineers Be Replaced by AI? What’s Actually Changing in Software Engineering
The question of whether engineers will be replaced by AI is not new, but this time it feels different. Previous…