Tag: production environment

  • Cloud Blog: Scaling to zero on Google Kubernetes Engine with KEDA

    Source URL: https://cloud.google.com/blog/products/containers-kubernetes/scale-to-zero-on-gke-with-keda/ Source: Cloud Blog Title: Scaling to zero on Google Kubernetes Engine with KEDA Feedly Summary: For developers and businesses that run applications on Google Kubernetes Engine (GKE), scaling deployments down to zero when they are idle can offer significant financial savings. GKE’s Cluster Autoscaler efficiently manages node pool sizes, but for applications…

  • Hacker News: Buffer Overflow Risk in Curl_inet_ntop and Inet_ntop4

    Source URL: https://hackerone.com/reports/2887487 Source: Hacker News Title: Buffer Overflow Risk in Curl_inet_ntop and Inet_ntop4 Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text addresses vulnerabilities in the Curl and inet_ntop functions relating to buffer overflow risks due to inadequate buffer size validation. This discussion is particularly relevant for professionals involved in software security,…

  • Simon Willison’s Weblog: SmolVLM – small yet mighty Vision Language Model

    Source URL: https://simonwillison.net/2024/Nov/28/smolvlm/#atom-everything Source: Simon Willison’s Weblog Title: SmolVLM – small yet mighty Vision Language Model Feedly Summary: SmolVLM – small yet mighty Vision Language Model I’ve been having fun playing with this new vision model from the Hugging Face team behind SmolLM. They describe it as: […] a 2B VLM, SOTA for its memory…

  • Hacker News: Launch HN: Human Layer (YC F24) – Human-in-the-Loop API for AI Systems

    Source URL: https://news.ycombinator.com/item?id=42247368 Source: Hacker News Title: Launch HN: Human Layer (YC F24) – Human-in-the-Loop API for AI Systems Feedly Summary: Comments AI Summary and Description: Yes Summary: HumanLayer is an API that integrates human feedback and approval processes into AI systems to mitigate risks associated with deploying autonomous AI. This innovative approach allows organizations…

  • Cloud Blog: Boost your Continuous Delivery pipeline with Generative AI

    Source URL: https://cloud.google.com/blog/topics/developers-practitioners/boost-your-continuous-delivery-pipeline-with-generative-ai/ Source: Cloud Blog Title: Boost your Continuous Delivery pipeline with Generative AI Feedly Summary: In the domain of software development, AI-driven assistance is emerging as a transformative force to enhance developer experience and productivity and ultimately optimize overall software delivery performance. Many organizations started to leverage AI-based assistants, such as Gemini Code…

  • Cloud Blog: Don’t let resource exhaustion leave your users hanging: A guide to handling 429 errors

    Source URL: https://cloud.google.com/blog/products/ai-machine-learning/learn-how-to-handle-429-resource-exhaustion-errors-in-your-llms/ Source: Cloud Blog Title: Don’t let resource exhaustion leave your users hanging: A guide to handling 429 errors Feedly Summary: Large language models (LLMs) give developers immense power and scalability, but managing resource consumption is key to delivering a smooth user experience. LLMs demand significant computational resources, which means it’s essential to…

  • Slashdot: DeepSeek’s First Reasoning Model R1-Lite-Preview Beats OpenAI o1 Performance

    Source URL: https://slashdot.org/story/24/11/20/2129207/deepseeks-first-reasoning-model-r1-lite-preview-beats-openai-o1-performance?utm_source=rss1.0mainlinkanon&utm_medium=feed Source: Slashdot Title: DeepSeek’s First Reasoning Model R1-Lite-Preview Beats OpenAI o1 Performance Feedly Summary: AI Summary and Description: Yes Summary: DeepSeek, a Chinese AI offshoot, has released a new reasoning-focused large language model, the R1-Lite-Preview, via its AI chatbot. This model demonstrates advanced reasoning capabilities and transparency in its processing, drawing attention…

  • Cloud Blog: New ways to protect your sensitive data with Chrome Enterprise

    Source URL: https://cloud.google.com/blog/products/chrome-enterprise/new-ways-to-protect-your-sensitive-data-with-chrome-enterprise/ Source: Cloud Blog Title: New ways to protect your sensitive data with Chrome Enterprise Feedly Summary: Protecting sensitive company data is no longer just a best practice—it’s business critical. In today’s world, data breaches can have serious consequences, from financial losses and reputational damage to legal repercussions and operational disruptions. That’s why…

  • Cloud Blog: New Cassandra to Spanner adapter simplifies Yahoo’s migration journey

    Source URL: https://cloud.google.com/blog/products/databases/new-proxy-adapter-eases-cassandra-to-spanner-migration/ Source: Cloud Blog Title: New Cassandra to Spanner adapter simplifies Yahoo’s migration journey Feedly Summary: Cassandra, a key-value NoSQL database, is prized for its speed and scalability, and used broadly for  applications that require rapid data retrieval and storage such as caching, session management, and real-time analytics. Its simple key-value pair structure…

  • Hacker News: FBDetect: Catching Tiny Performance Regressions at Hyperscale [pdf]

    Source URL: https://tangchq74.github.io/FBDetect-SOSP24.pdf Source: Hacker News Title: FBDetect: Catching Tiny Performance Regressions at Hyperscale [pdf] Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The provided text details the FBDetect system developed by Meta for identifying and managing tiny performance regressions in production environments. FBDetect achieves this by monitoring numerous time series data across vast…