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Case Studies


From Cybersecurity to Kitchens: The Power of Shifting Left
In my earlier career leading cybersecurity teams, I dealt with one universal truth: problems are cheaper to fix the earlier you catch them. That’s why in cybersecurity, we adopt what’s known as a “shift left” strategy—embedding security earlier in the software development lifecycle rather than bolting it on at the end. It’s not just a buzzword—it’s a proven approach. In security, if you only test for vulnerabilities right before launch, you’re too late. The cost of a breach

Jun Du
Aug 105 min read


Too Hot to Fail: How Metafoodx Uses AI-Powered Temperature Intelligence to Stop Food Waste Before It Happens
Institutional kitchens face a persistent and underestimated challenge: maintaining food at appropriate temperatures throughout preparation, service, and post-service holding. Traditional tools often fall short, leading to inconsistent quality, operational inefficiencies, and potential safety issues. MetafoodX addresses this challenge with a comprehensive AI-powered solution that monitors food temperature in real time, forecasts risk before thresholds are crossed, and provides

Jun Du
Jun 235 min read
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