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As AI agents and automated tools increasingly access web applications, distinguishing legitimate bot traffic from malicious attempts has become a critical security challenge. Traditional approaches such as IP-based filtering and reverse DNS lookups fail in multi-tenant systems (such as Amazon Bedrock AgentCore) where thousands of distinct workloads share the same IP space. Attackers can easily […]
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New York’s data center moratorium may become the blueprint for anti-AI movement.
Modern software delivery is complex. Developers are responsible not only for writing code that meets business requirements — both functional and non-functional — but also for navigating a long chain of supporting steps. From containerization, testing, configuration, security, deployment, and monitoring, each stage often relies on specialized tools and teams. When these processes aren’t standardized, every project risks reinventing the wheel. The result is inconsistency, delays, and frustration.
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Reflection AI has signed a $1 billion deal to access Nebius' compute. Reflection was founded in 2024 and is developing open source AI technology.
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