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۷۲ مقاله

Cloudflare Blog

Continuous accountability for Verified bots

Identity alone doesn't guarantee a bot will behave responsibly. We are introducing a system to continuously evaluate whether Verified bots honor site preferences, like robots.txt and HTTP 429s, ensuring they remain accountable over time.

امنیت۵ دقیقه مطالعه
SOStack Overflow Blog

Part 5: Operating an LLM system: observability, cost, routing, and the platform underneath

Your service can be 100% up and still quietly approving the wrong things, burning its budget, or failing over into untested quality. Level 5 is the infrastructure that lets you see your decisions, bound your spend, route and fail over between models, kill bad behavior in seconds — and the platform that makes all of…

هوش مصنوعی۷ دقیقه مطالعه
JAJetBrains AI

Mellum2.1 Gets to Work: A Fast Open Model for Coding Agents

Trained with reinforcement learning in real environments, Mellum2.1 is built for coding agents and fast sub agents that run on your own hardware. Today, we& 8217;re releasing Mellum2.1, the next version of the 12B mixture of experts model we open sourced in June. The architecture hasn& 8217;t changed since version 2:…

هوش مصنوعی۳ دقیقه مطالعه
TGThe GitHub Blog

Secret protection must scale with software

Developers aren’t becoming more careless; they’re being outpaced. The tools that let developers create more software should also take on more of the work of protecting it. The post Secret protection must scale with software appeared first on The GitHub Blog .

هوش مصنوعی۷ دقیقه مطالعه
KBKotlin Blog

The State of Kotlin in 2026 Report

In 2026, Kotlin turned fifteen. Over those fifteen years, Kotlin has built a mature ecosystem, been adopted by companies around the world, and established a large and active developer community. Fifteen years is long enough to understand which technology trends lasted and which didn’t. This report looks back at…

هوش مصنوعی۲ دقیقه مطالعه
AWS News Blog

Introducing Amazon CloudWatch Omni: AI-powered observability for generative AI and agentic workloads

Learn how Amazon CloudWatch Omni delivers AI powered observability purpose built for generative AI and agentic workloads. Trace, evaluate, and experiment with AI agents across any framework—directly from your IDE or a standalone web experience—using open standards and built in evaluators for quality, correctness, and…

هوش مصنوعی۷ دقیقه مطالعه