This article discusses sharding in Prometheus, a technique used to distribute the load of collecting metrics across multiple instances. The article describes a problem where the number of metrics being scraped was growing non-linearly, causing increased memory and CPU costs. The root cause was iden.. read more  

Andrew Ng, cofounder and head of Google Brain and former Chief Scientist at Baidu has published a free course:ChatGPT Prompt Engineering for Developers. - Learn how to use large language models like OpenAI's GPT to quickly build powerful applications in this short course. - Discover the principles o.. read more  

- Generative AI models like ChatGPT are creating a business opportunity for companies and investors. - The impact of these models on workers and the economy is uncertain. - Generative AI could help upskill less skilled workers and revitalize the workforce. - Pursuit of human-like capabilities in AI .. read more  

The ChatGPT extension can be installed in VSCode to provide quick and convenient access to its features. To do so, you need to create an account with OpenAI, generate an API key, and install "CodeGPT" in VSCode. Once installed, CodeGPT can be used as an assistant within the IDE... read more  

This blog explores the implementation of text clustering usingSpaCyand the machine learning capabilities of Google Cloud Platform (GCP). The approach involves utilizing Conversational AI, which leverages advanced Natural Language Processing (NLP) models trained on a massive dataset. The blog discus.. read more  

Employees are submitting sensitive data and privacy-protected information to large language models (LLMs) like ChatGPT, which raises concerns that the data could be incorporated into the models and retrieved later without proper data security measures. Cyberhavendetected and blocked requests to inp.. read more  

The author of this article discusses the concept of artificial intelligence and its ability to make predictions, as well as the limitations and potential for hallucinations. The author also dives into the history of computing, specifically the importance of mathematical logic in enabling the develo.. read more  

Kubernetes 1.27 introduces "Node log query," which enables cluster administrators to view logs of services running on the node using kubectl. This feature helps to debug malfunctioning services running on the node and is especially useful for Windows nodes. The feature uses heuristics to retrieve l.. read more  

Attackers are exploiting Kubernetes RBAC to create backdoors and deploying DaemonSets to take over and hijack resources. The campaign is targeting at least 60 clusters and is caused by misconfigured API servers. The attacker gains persistence by creating a ClusterRole with admin-level privileges, b.. read more  

Instacart handlesover two trillion events a yearin their data pipelines and adopted Apache Flink for real-time distributed processing in 2021. They have used Flink for real-time decision-making, data augmentation, machine learning, and OLAP events ingestion. Running Flink on AWS' EMR was not suffic.. read more