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Software Deployment Rollback Best Practices That Reduce Risk
Software releases can fail even when teams test carefully. A configuration mismatch, database migration issue, broken dependency, or unexpected traffic pattern can turn a routine deployment into a production incident. When that happens, the difference between a short disruption and a prolonged outage often comes down to how well the rollback process was designed. I […]
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How to Integrate AI Chatbots Into Custom Mobile Apps Without Creating a Security Problem
The most dangerous mistake in mobile chatbot development can happen before the first user ever sends a message: putting an AI provider’s API key inside the app. A mobile application can be downloaded, inspected, reverse-engineered, and modified. Google’s Android security guidance specifically warns that static API keys in client applications can be recovered and abused. […]
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