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ExternalSoftware Engineering
DZone

Why Your Terraform Drift Alerts Are Useless (And How to Fix Them)

Let me describe a workflow that exists in thousands of engineering organizations right now. Somebody sets up a cron job. It runs terraform plan against production every few hours. When the plan output isn't empty, it fires a Slack notification. The team calls this "drift detection."

External
The Hacker News

OpenAI Says Reward Hacking Drove AI Agents to Exploit Zero-Days and Breach Hugging Face

OpenAI on Wednesday revealed that reward hacking was a key driver behind the artificial intelligence (AI)-powered hack of Hugging Face last month, adding that it found evidence of misaligned behavior as early as late May. The incident, the company said, took place during cybersecurity evaluations of several OpenAI models, and that it was mainly fueled by what it described as a "highly capable

The Hacker NewsRead original
ExternalAI
AWS Machine Learning Blog

Introducing OpenAI models on Amazon Bedrock for in-country inferencing in India

Amazon Bedrock now supports the OpenAI GPT-5.6 models, Terra and Luna, in India with India geographic cross-Region inference. If you have local data processing requirements, you can now use these models at scale while Amazon Bedrock keeps inference requests and data within India.

Amazon BedrockAnnouncementsIntermediate (200)
AWS Machine Learning BlogRead original
ExternalTechnology Trends
The Verge Tech

Google tells Android app developers to cool it on memory use, or else

The memory crisis just won’t quit. | Image: Alex Castro / The Verge Google will start policing memory-hungry Android apps as a direct response to the RAM crisis. Spotted by TechCrunch, the company yesterday published a memo addressing the Play Store's role in enforcing new memory-usage restrictions. The post emphasizes the importance of meeting new memory usage limits for apps, in order "to help developers navigate industry-wide hardware constraints and Android's broader memory limits," it say

The Verge TechRead original
ExternalDevOps
Kubernetes Blog

Kubernetes v1.37: Metrics API graduates to stable

Kubernetes v1.37 promotes the metrics.k8s.io API to stable (v1). This API provides CPU and memory usage for nodes and Pods, and is the API behind commands such as kubectl top and resource-metrics-based autoscaling. For cluster operators and application developers, this graduation means that the API now has the stability guarantees associated with a Kubernetes stable API. The v1 API has the same resource types and fields as v1beta1; this is an API-version graduation, not a change to the metrics t

Kubernetes BlogRead original

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