Certifications aren’t inherently useless. Some are necessary. Others can be helpful when paired with real work. But on their own, they rarely change hiring outcomes.

SafeLine self-hosted WAF blocks SaaS bot abuse with 99.45% accuracy, cutting fake sign-ups and stabilizing CPU usage.

AI can help hiring teams handle volume, but AI bias in hiring algorithms can quietly block careers when proxies and past patterns go unchecked ...