π§ DevOps.com
π° Why βTokenmaxxingβ Was Always the Wrong Way for Developers to Measure AI Productivity
The term “tokenmaxxing” left the developer lexicon just as quickly as it arrived, and like most viral technology concepts, it means different things depending on who’s using it. In practice, the term is being applied in two ways: maximizing total token consumption as a proxy for AIβ¦
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π° Why βTokenmaxxingβ Was Always the Wrong Way for Developers to Measure AI Productivity
The term “tokenmaxxing” left the developer lexicon just as quickly as it arrived, and like most viral technology concepts, it means different things depending on who’s using it. In practice, the term is being applied in two ways: maximizing total token consumption as a proxy for AIβ¦
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π€ AWS ML Blog
π° Introducing new Ray capabilities on SageMaker HyperPod
Amazon SageMaker HyperPod now offers managed Ray support on Amazon EKS. Create and monitor Ray clusters, connect JupyterLab and Code Editor notebooks to live clusters, get out-of-the-box observability, and run resilient distributed training and accelerated inference from SageMaker Studio, all with oβ¦
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π° Introducing new Ray capabilities on SageMaker HyperPod
Amazon SageMaker HyperPod now offers managed Ray support on Amazon EKS. Create and monitor Ray clusters, connect JupyterLab and Code Editor notebooks to live clusters, get out-of-the-box observability, and run resilient distributed training and accelerated inference from SageMaker Studio, all with oβ¦
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π€ #DevOps #News #DevOpsDaily
π€ GitHub Blog
π° Your alt text passes automated checks. That doesnβt mean itβs any good.
We built a plugin for the GitHub Accessibility Scanner to make sure your alt text is actually accessible. Here's how it works. The post Your alt text passes automated checks. That doesn’t mean it’s any good. appeared first on The GitHub Blog .
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π° Your alt text passes automated checks. That doesnβt mean itβs any good.
We built a plugin for the GitHub Accessibility Scanner to make sure your alt text is actually accessible. Here's how it works. The post Your alt text passes automated checks. That doesn’t mean it’s any good. appeared first on The GitHub Blog .
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π€ #DevOps #News #DevOpsDaily
βοΈ AWS What's New
π° AWS Lambda functions now support full IAM resource-based policies
AWS Lambda functions now support full Identity and Access Management (IAM) resource-based policies , enabling platform admins and security teams to define granular access permissions using the full capabilities of AWS IAM. With full IAM resource-based policies, you can define permissions for multiplβ¦
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π€ #DevOps #News #DevOpsDaily
π° AWS Lambda functions now support full IAM resource-based policies
AWS Lambda functions now support full Identity and Access Management (IAM) resource-based policies , enabling platform admins and security teams to define granular access permissions using the full capabilities of AWS IAM. With full IAM resource-based policies, you can define permissions for multiplβ¦
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π€ #DevOps #News #DevOpsDaily
π§ DevOps.com
π° Scalable Jenkins Management: Empowering Enterprises With Centralized Control for 150+ Instances
A centralized Jenkins control plane can reduce fleet sprawl, automate upgrades and backups, improve observability, and give application teams safe self-service across large multi-cloud CI/CD estates.
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π€ #DevOps #News #DevOpsDaily
π° Scalable Jenkins Management: Empowering Enterprises With Centralized Control for 150+ Instances
A centralized Jenkins control plane can reduce fleet sprawl, automate upgrades and backups, improve observability, and give application teams safe self-service across large multi-cloud CI/CD estates.
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π€ #DevOps #News #DevOpsDaily
π€ AWS ML Blog
π° Democratizing institutional knowledge: Building an AI-powered knowledge management system with AWS
Learn how to build a customizable, smart-caching knowledge management system on AWS that captures and delivers institutional (tribal) knowledge through a voice-first AI avatar. The accelerator uses Amazon Bedrock Knowledge Bases for retrieval-augmented generation and deploys in hours with AWS CloudFβ¦
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π° Democratizing institutional knowledge: Building an AI-powered knowledge management system with AWS
Learn how to build a customizable, smart-caching knowledge management system on AWS that captures and delivers institutional (tribal) knowledge through a voice-first AI avatar. The accelerator uses Amazon Bedrock Knowledge Bases for retrieval-augmented generation and deploys in hours with AWS CloudFβ¦
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π€ #DevOps #News #DevOpsDaily
βοΈ AWS News
π° Happy 20th Birthday, Amazon EC2
On the 20th Anniversary, we recognize how AWS has continued to push the boundaries of what cloud computing can deliver, building custom silicon for general-purpose and AI workloads and expanding EC2 into new form factors and deployment models that our customers in 2006 could not have imagined.
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π° Happy 20th Birthday, Amazon EC2
On the 20th Anniversary, we recognize how AWS has continued to push the boundaries of what cloud computing can deliver, building custom silicon for general-purpose and AI workloads and expanding EC2 into new form factors and deployment models that our customers in 2006 could not have imagined.
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π€ #DevOps #News #DevOpsDaily
βοΈ AWS What's New
π° Amazon Connect Customer now lets you update the customer profile on a case or add a profile after a case is opened
Amazon Connect Customer now lets agents change the profile on a case or choose a profile after the case is opened. If a case is linked to the wrong customer, agents can update the profile to keep case histories accurate. Agents can also add a profile later when the customer is not identified at caseβ¦
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π€ #DevOps #News #DevOpsDaily
π° Amazon Connect Customer now lets you update the customer profile on a case or add a profile after a case is opened
Amazon Connect Customer now lets agents change the profile on a case or choose a profile after the case is opened. If a case is linked to the wrong customer, agents can update the profile to keep case histories accurate. Agents can also add a profile later when the customer is not identified at caseβ¦
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π€ #DevOps #News #DevOpsDaily
π§ DevOps.com
π° The AI Agent Race Is On. But Are We Watching the Right Race?
Claude Code, OpenAI Codex, GitHub Copilot, Cursor and a growing field of challengers are competing to define the future of software development. A new Techstrong special report examines who is ahead, how the race should be measured and what enterprises need to consider before placing their bets. Whiβ¦
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π€ #DevOps #News #DevOpsDaily
π° The AI Agent Race Is On. But Are We Watching the Right Race?
Claude Code, OpenAI Codex, GitHub Copilot, Cursor and a growing field of challengers are competing to define the future of software development. A new Techstrong special report examines who is ahead, how the race should be measured and what enterprises need to consider before placing their bets. Whiβ¦
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π€ #DevOps #News #DevOpsDaily
π‘οΈ BleepingComputer
π° Massive DDoS attack disrupts Norwayβs government digital services
A large distributed denial-of-service (DDoS) attack has disrupted Norway's shared government digital infrastructure since Monday, affecting services used by the public sector. [...]
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π€ #DevOps #News #DevOpsDaily
π° Massive DDoS attack disrupts Norwayβs government digital services
A large distributed denial-of-service (DDoS) attack has disrupted Norway's shared government digital infrastructure since Monday, affecting services used by the public sector. [...]
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π€ #DevOps #News #DevOpsDaily
π€ AWS ML Blog
π° Governed reports with Amazon Quick Desktop and Amazon FSx for NetApp ONTAP
Build a governed weekly reporting workflow with Amazon Quick Desktop and Amazon FSx for NetApp ONTAP. An Amazon S3 access point exposes an approved folder to a Quick knowledge base, and a custom skill drafts cited weekly reports and Slack summaries with human review before anything is shared.
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π€ #DevOps #News #DevOpsDaily
π° Governed reports with Amazon Quick Desktop and Amazon FSx for NetApp ONTAP
Build a governed weekly reporting workflow with Amazon Quick Desktop and Amazon FSx for NetApp ONTAP. An Amazon S3 access point exposes an approved folder to a Quick knowledge base, and a custom skill drafts cited weekly reports and Slack summaries with human review before anything is shared.
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π€ #DevOps #News #DevOpsDaily
βοΈ AWS Security Blog
π° Fast Track ISM-ready cloud environments and IRAP Assessments with Landing Zone Accelerator on AWS
This post announces the availability of a new independent assessment report available on AWS Artifact analyzing how Landing Zone Accelerator on AWS (LZA) can automatically deploy multi-account environments in Amazon Web Services (AWS) with Australian Government Information Security Manual (ISM) secuβ¦
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π€ #DevOps #News #DevOpsDaily
π° Fast Track ISM-ready cloud environments and IRAP Assessments with Landing Zone Accelerator on AWS
This post announces the availability of a new independent assessment report available on AWS Artifact analyzing how Landing Zone Accelerator on AWS (LZA) can automatically deploy multi-account environments in Amazon Web Services (AWS) with Australian Government Information Security Manual (ISM) secuβ¦
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π€ #DevOps #News #DevOpsDaily
βοΈ AWS What's New
π° AWS IoT Core now supports native InfluxDB routing for time-series data
AWS IoT Core now supports InfluxDB rule action that routes time-series data from your Internet of Things (IoT) devices directly to InfluxDB databases, without writing custom device-side code or using intermediate cloud services. AWS IoT Core is a fully managed service that securely connects billionsβ¦
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π€ #DevOps #News #DevOpsDaily
π° AWS IoT Core now supports native InfluxDB routing for time-series data
AWS IoT Core now supports InfluxDB rule action that routes time-series data from your Internet of Things (IoT) devices directly to InfluxDB databases, without writing custom device-side code or using intermediate cloud services. AWS IoT Core is a fully managed service that securely connects billionsβ¦
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π³ Docker Blog
π° Moving from Minimus to Docker Hardened Images
The Minimus registry goes offline on October 22. Here is the migration path, the free help Docker is offering, and where to start.
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π° Moving from Minimus to Docker Hardened Images
The Minimus registry goes offline on October 22. Here is the migration path, the free help Docker is offering, and where to start.
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π€ #DevOps #News #DevOpsDaily
π§ DevOps.com
π° Is Java Enterprise Ready for AI? Absolutely
AI is transforming software engineering. For enterprise Java developers, the key question is whether Java and Jakarta EE are prepared to integrate AI into enterprise applications. The answer is yes. Java and Jakarta EE already support integration of Large Language Models (LLMs) and AI capabilities tβ¦
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π€ #DevOps #News #DevOpsDaily
π° Is Java Enterprise Ready for AI? Absolutely
AI is transforming software engineering. For enterprise Java developers, the key question is whether Java and Jakarta EE are prepared to integrate AI into enterprise applications. The answer is yes. Java and Jakarta EE already support integration of Large Language Models (LLMs) and AI capabilities tβ¦
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π€ #DevOps #News #DevOpsDaily
π‘οΈ BleepingComputer
π° LACMA data breach last year exposed social security and medical data
The Los Angeles County Museum of Art (LACMA) has announced that a breach last year exposed customer and employee information. [...]
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π€ #DevOps #News #DevOpsDaily
π° LACMA data breach last year exposed social security and medical data
The Los Angeles County Museum of Art (LACMA) has announced that a breach last year exposed customer and employee information. [...]
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π€ #DevOps #News #DevOpsDaily
π€ AWS ML Blog
π° Agentic observability with Amazon OpenSearch Service MCP Apps
Amazon OpenSearch Service now supports MCP Apps, which return interactive visualizations alongside your AI agent's text responses. Learn how a single, locally run MCP server lets your agent move from alert to trace to logs to root cause in one conversation, and how you can verify every step inline wβ¦
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π€ #DevOps #News #DevOpsDaily
π° Agentic observability with Amazon OpenSearch Service MCP Apps
Amazon OpenSearch Service now supports MCP Apps, which return interactive visualizations alongside your AI agent's text responses. Learn how a single, locally run MCP server lets your agent move from alert to trace to logs to root cause in one conversation, and how you can verify every step inline wβ¦
π Read more
π€ #DevOps #News #DevOpsDaily
π€ GitHub Blog
π° How to evaluate LLMs before production
These are the lessons we learned evaluating LLMs for real-world secret scanning. The post How to evaluate LLMs before production appeared first on The GitHub Blog .
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π° How to evaluate LLMs before production
These are the lessons we learned evaluating LLMs for real-world secret scanning. The post How to evaluate LLMs before production appeared first on The GitHub Blog .
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π οΈ DevOps Tools Weekly Update
ΠΠΎΠ²Ρ ΡΠ° ΡΡΠ΅Π½Π΄ΠΎΠ²Ρ DevOps ΡΠ½ΡΡΡΡΠΌΠ΅Π½ΡΠΈ Π· GitHub:
π openobserve/openobserve β 21.5k
Open source observability platform for logs, metrics, traces, frontend monitoring, pipelines and LLM observability. A sophisticated, simple and highly
π TypeScript
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π’ ΠΡΠ΄ΠΏΠΈΡΡΠΉΡΡ β @devopsdaily
π€ #DevOpsTools #OpenSource #DevOpsDaily
ΠΠΎΠ²Ρ ΡΠ° ΡΡΠ΅Π½Π΄ΠΎΠ²Ρ DevOps ΡΠ½ΡΡΡΡΠΌΠ΅Π½ΡΠΈ Π· GitHub:
π openobserve/openobserve β 21.5k
Open source observability platform for logs, metrics, traces, frontend monitoring, pipelines and LLM observability. A sophisticated, simple and highly
π TypeScript
ββββββββββββββ
π’ ΠΡΠ΄ΠΏΠΈΡΡΠΉΡΡ β @devopsdaily
π€ #DevOpsTools #OpenSource #DevOpsDaily
GitHub
GitHub - openobserve/openobserve: Open source observability platform for logs, metrics, traces, RUM (web, android, ios), Sessionβ¦
Open source observability platform for logs, metrics, traces, RUM (web, android, ios), Session replay, pipelines, SLO and LLM observability. A sophisticated, simple and highly performant alternativ...
βοΈ AWS What's New
π° AWS Batch now supports Amazon ECS Managed Instances
AWS Batch now supports Amazon ECS Managed Instances (ECS MI) as a new compute option, enabling you to run GPU-accelerated and compute-intensive batch workloads on AWS-managed infrastructure. With AWS Batch on ECS MI you can now access GPU-accelerated instances while AWS handles AMI updates, securityβ¦
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π° AWS Batch now supports Amazon ECS Managed Instances
AWS Batch now supports Amazon ECS Managed Instances (ECS MI) as a new compute option, enabling you to run GPU-accelerated and compute-intensive batch workloads on AWS-managed infrastructure. With AWS Batch on ECS MI you can now access GPU-accelerated instances while AWS handles AMI updates, securityβ¦
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π§ DevOps.com
π° The Missing Runtime for Long-Running AI Agents
Enterprise AI agents need more than stronger models. They need durable execution environments that can coordinate multi-step workflows, survive failures, pause for human review and resume reliably after disconnects or delays. AI Agents Have Moved Beyond Chat Demos AI agents work beautifully in demosβ¦
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π° The Missing Runtime for Long-Running AI Agents
Enterprise AI agents need more than stronger models. They need durable execution environments that can coordinate multi-step workflows, survive failures, pause for human review and resume reliably after disconnects or delays. AI Agents Have Moved Beyond Chat Demos AI agents work beautifully in demosβ¦
π Read more
π€ #DevOps #News #DevOpsDaily