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From manual downloads to automated artifact management.

If you’ve ever used an online banking application to complete a transaction or gone through a checkout on an e-commerce platform, chances are you’ve utilized or interacted with an OTP-protected application. One-Time Password (OTPs) are at the center of most multi-factor authentication (MFA) systems. OTPs are temporary codes delivered by SMS, email, authenticator apps, push notifications, etc.

Some teams won’t touch DeepSeek because it’s Chinese. Others are quietly running pilots and rethinking how much reasoning and context they actually need, or can afford. For SaaS teams staring down runaway AI costs, DeepSeek’s mix of open-source freedom, massive context windows, and token rates 10–30X cheaper than OpenAI or Anthropic is tough to ignore. However, DeepSeek pricing comes with cache hits, cache misses, off-peak discounts, that September pricing shift, and more.

When MIT released research showing that 95% of enterprise AI pilots fail to deliver measurable business impact, it made headlines for a reason. After years of heavy investment in artificial intelligence, the vast majority of organizations still haven’t moved beyond pilots that promise much but deliver little. This doesn’t mean AI itself is broken. In most cases, the technology performs as intended.

Redgate Monitor now gives you full visibility into activity across Oracle Multitenant environments. With metrics and alerts at both the Container Database (CDB) and Pluggable Database (PDB) level, you can quickly pinpoint performance issues and ensure compliance. With the introduction of Oracle multitenant architecture in Oracle 12c, many teams began consolidating databases into a single Container database (CDB). This helped them to optimize resource usage and simplify patching.

Building Automation Systems (BAS) are integral to modern facility management, providing centralized control over a building’s mechanical and electrical systems. By automating these systems, BAS enhances occupant comfort, reduces energy consumption, and streamlines facility operations.