🔧 DevOps.com
📰 Why API Test Generation Is a Judgment Problem, Not a Code Generation Problem
When we started using large language models for API test generation at KushoAI, the results were impressive on the surface. Tests appeared in seconds. Coverage breadth went up. The team was excited. Then we looked more carefully at what was being produced. On one endpoint, the model generated 26 tes…
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🤖 #DevOps #News #DevOpsDaily
📰 Why API Test Generation Is a Judgment Problem, Not a Code Generation Problem
When we started using large language models for API test generation at KushoAI, the results were impressive on the surface. Tests appeared in seconds. Coverage breadth went up. The team was excited. Then we looked more carefully at what was being produced. On one endpoint, the model generated 26 tes…
🔗 Read more
🤖 #DevOps #News #DevOpsDaily
🛡️ BleepingComputer
📰 Named Pipes Under Attack: Securing Windows Interprocess Communication
Windows named pipes provide fast interprocess communication, but weak access controls can expose privileged services to untrusted processes. ThreatLocker explains how endpoint verification, command authorization, strict input validation, and narrowly scoped privileges can help secure named-pipe comm…
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🤖 #DevOps #News #DevOpsDaily
📰 Named Pipes Under Attack: Securing Windows Interprocess Communication
Windows named pipes provide fast interprocess communication, but weak access controls can expose privileged services to untrusted processes. ThreatLocker explains how endpoint verification, command authorization, strict input validation, and narrowly scoped privileges can help secure named-pipe comm…
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🤖 #DevOps #News #DevOpsDaily
📋 Weekly Digest
📅 16.08 — 23.08.2026
Найважливіше за тиждень:
☁️ Cloud & DevOps
1. Transforming Mainframe Recovery
2. Dash0 Acquires Polar Signals for Continuous Profiling and GPU Visibility
3. AWS Glue 6.0 now available with 30% lower price and full Apache Iceberg v3 support
4. Hackers Target Popular arrayref Rust Crate in Supply-Chain Attack
5. Running AI agents in GitHub Actions with Docker Sandboxes
🔒 Security
1. TikTok Agrees to $400 Million Settlement in U.S. Child Privacy Lawsuit
2. 14 Trojanized npm Packages Drop RedC2 4.0 Linux Backdoor With AI-Assisted C2
3. Microsoft Defender's Own Driver Can Be Weaponized to Delete Security Software at Boot
4. Android Car Malware Spreads Through Built-In Updaters for Ad Fraud, Proxy Botnet
5. Wazuh and AI For Enhanced SOC Workflows
📦 Releases
1. v1.35.8
2. v1.34.11
3. v1.36.4
4. v1.37.0-rc.1
5. v1.15.9
🇺🇦 DOU.UA
1. На війні загинув Software Development Engineer зі SQUAD Юрій Мацьків
2. Українська Swarmer створила компанію разом з Еріком Прінсом, засновником ПВК Blackwater
3. Чому провести вибори через «Дію» не так просто. Розбираємо юридичні й технічні питання
4. Компанія Codefinity з екосистеми Genesis скоротила частину команди
5. Федоров планує поїхати до США за фінансуванням для defence tech-проєктів і стартапів — Reuters
——————————————
📢 Підписуйся → @devopsdaily
🤖 #WeeklyDigest #DevOpsDaily
📅 16.08 — 23.08.2026
Найважливіше за тиждень:
☁️ Cloud & DevOps
1. Transforming Mainframe Recovery
2. Dash0 Acquires Polar Signals for Continuous Profiling and GPU Visibility
3. AWS Glue 6.0 now available with 30% lower price and full Apache Iceberg v3 support
4. Hackers Target Popular arrayref Rust Crate in Supply-Chain Attack
5. Running AI agents in GitHub Actions with Docker Sandboxes
🔒 Security
1. TikTok Agrees to $400 Million Settlement in U.S. Child Privacy Lawsuit
2. 14 Trojanized npm Packages Drop RedC2 4.0 Linux Backdoor With AI-Assisted C2
3. Microsoft Defender's Own Driver Can Be Weaponized to Delete Security Software at Boot
4. Android Car Malware Spreads Through Built-In Updaters for Ad Fraud, Proxy Botnet
5. Wazuh and AI For Enhanced SOC Workflows
📦 Releases
1. v1.35.8
2. v1.34.11
3. v1.36.4
4. v1.37.0-rc.1
5. v1.15.9
🇺🇦 DOU.UA
1. На війні загинув Software Development Engineer зі SQUAD Юрій Мацьків
2. Українська Swarmer створила компанію разом з Еріком Прінсом, засновником ПВК Blackwater
3. Чому провести вибори через «Дію» не так просто. Розбираємо юридичні й технічні питання
4. Компанія Codefinity з екосистеми Genesis скоротила частину команди
5. Федоров планує поїхати до США за фінансуванням для defence tech-проєктів і стартапів — Reuters
——————————————
📢 Підписуйся → @devopsdaily
🤖 #WeeklyDigest #DevOpsDaily
☁️ AWS What's New
📰 AWS Glue 6.0 delivers 30% price reduction and Iceberg v3 support
AWS Glue 6.0 is now generally available, delivering a 30% price reduction and introducing full support for Apache Iceberg v3, newer versions of Apache Hudi and Delta Lake, and new capabilities to improve developer productivity. AWS Glue 6.0 also upgrades runtime to Apache Spark 4.1, Python 3.13, and…
🔗 Read more
🤖 #DevOps #News #DevOpsDaily
📰 AWS Glue 6.0 delivers 30% price reduction and Iceberg v3 support
AWS Glue 6.0 is now generally available, delivering a 30% price reduction and introducing full support for Apache Iceberg v3, newer versions of Apache Hudi and Delta Lake, and new capabilities to improve developer productivity. AWS Glue 6.0 also upgrades runtime to Apache Spark 4.1, Python 3.13, and…
🔗 Read more
🤖 #DevOps #News #DevOpsDaily
🔧 DevOps.com
📰 Beyond Log Search: What We Learned Building a RAG-Based Incident Diagnosis System
A RAG-based AIOps framework can cut incident diagnosis time by grounding LLM reasoning in real runbooks, tickets and postmortems, improving root-cause accuracy while giving SREs source-backed answers they can trust
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🤖 #DevOps #News #DevOpsDaily
📰 Beyond Log Search: What We Learned Building a RAG-Based Incident Diagnosis System
A RAG-based AIOps framework can cut incident diagnosis time by grounding LLM reasoning in real runbooks, tickets and postmortems, improving root-cause accuracy while giving SREs source-backed answers they can trust
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🤖 #DevOps #News #DevOpsDaily
🛡️ BleepingComputer
📰 CISA orders urgent patching of actively exploited Zimbra flaw
The Cybersecurity and Infrastructure Security Agency (CISA) has ordered U.S. government agencies to patch an actively exploited vulnerability in Zimbra Collaboration Suite (ZCS) within three days. [...]
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🤖 #DevOps #News #DevOpsDaily
📰 CISA orders urgent patching of actively exploited Zimbra flaw
The Cybersecurity and Infrastructure Security Agency (CISA) has ordered U.S. government agencies to patch an actively exploited vulnerability in Zimbra Collaboration Suite (ZCS) within three days. [...]
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🤖 #DevOps #News #DevOpsDaily
☁️ AWS News
📰 AWS Weekly Roundup: Student Rewards on AWS Builder Center, Local Zone in Las Vegas, and more (August 24, 2026)
During my time at AWS, I have always looked for opportunities to work with students. I have delivered over 50 talks at universities across the region, and watching the potential in the room is always a strong motivator. It reminds me of why I do this work, and that the students I meet today may […]
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🤖 #DevOps #News #DevOpsDaily
📰 AWS Weekly Roundup: Student Rewards on AWS Builder Center, Local Zone in Las Vegas, and more (August 24, 2026)
During my time at AWS, I have always looked for opportunities to work with students. I have delivered over 50 talks at universities across the region, and watching the potential in the room is always a strong motivator. It reminds me of why I do this work, and that the students I meet today may […]
🔗 Read more
🤖 #DevOps #News #DevOpsDaily
☁️ AWS What's New
📰 OpenAI GPT-5.6 Terra and Luna now available on Amazon Bedrock in AWS GovCloud (US)
GPT-5.6 Terra and Luna are now generally available on Amazon Bedrock in AWS GovCloud (US-West) and AWS GovCloud (US-East), bringing the smartest family of models from OpenAI yet to Bedrock's next-generation inference engine built for high-performance, security and reliability. GPT-5.6 sets a new sta…
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🤖 #DevOps #News #DevOpsDaily
📰 OpenAI GPT-5.6 Terra and Luna now available on Amazon Bedrock in AWS GovCloud (US)
GPT-5.6 Terra and Luna are now generally available on Amazon Bedrock in AWS GovCloud (US-West) and AWS GovCloud (US-East), bringing the smartest family of models from OpenAI yet to Bedrock's next-generation inference engine built for high-performance, security and reliability. GPT-5.6 sets a new sta…
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🤖 #DevOps #News #DevOpsDaily
🐳 Docker Blog
📰 MinIO End of Life: How to Stay Patched and Audit-Ready with Docker ELS
Supply-chain attacks have kept escalating while AI writes more of the code you ship. Docker's latest updates bring more software built from source into your images, keep security coverage running past end of life, carry every guarantee through your customized images, and move policy enforcement onto…
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🤖 #DevOps #News #DevOpsDaily
📰 MinIO End of Life: How to Stay Patched and Audit-Ready with Docker ELS
Supply-chain attacks have kept escalating while AI writes more of the code you ship. Docker's latest updates bring more software built from source into your images, keep security coverage running past end of life, carry every guarantee through your customized images, and move policy enforcement onto…
🔗 Read more
🤖 #DevOps #News #DevOpsDaily
🔧 DevOps.com
📰 Ten Great DevOps Job Opportunities
DevOps.com is now providing a weekly DevOps jobs report through which opportunities for DevOps professionals will be highlighted as part of an effort to better serve our audience. Our goal in these challenging economic times is to make it just that much easier for DevOps professionals to advance the…
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🤖 #DevOps #News #DevOpsDaily
📰 Ten Great DevOps Job Opportunities
DevOps.com is now providing a weekly DevOps jobs report through which opportunities for DevOps professionals will be highlighted as part of an effort to better serve our audience. Our goal in these challenging economic times is to make it just that much easier for DevOps professionals to advance the…
🔗 Read more
🤖 #DevOps #News #DevOpsDaily
🛡️ BleepingComputer
📰 ReliaQuest confirms failed data-theft attack after ShinyHunters breach
Cybersecurity company ReliaQuest has confirmed that one of its employees was targeted in a social engineering attack after hackers impersonated a member of the security team. [...]
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🤖 #DevOps #News #DevOpsDaily
📰 ReliaQuest confirms failed data-theft attack after ShinyHunters breach
Cybersecurity company ReliaQuest has confirmed that one of its employees was targeted in a social engineering attack after hackers impersonated a member of the security team. [...]
🔗 Read more
🤖 #DevOps #News #DevOpsDaily
🤖 AWS ML Blog
📰 Agentic Resource Discovery (ARD): An open specification for agent discovery
AWS Agent Registry gives your organization a centralized, searchable catalog for agents, tools, and skills. It works with the open Agentic Resource Discovery (ARD) standard to enable cross-environment discovery and governance at scale.
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🤖 #DevOps #News #DevOpsDaily
📰 Agentic Resource Discovery (ARD): An open specification for agent discovery
AWS Agent Registry gives your organization a centralized, searchable catalog for agents, tools, and skills. It works with the open Agentic Resource Discovery (ARD) standard to enable cross-environment discovery and governance at scale.
🔗 Read more
🤖 #DevOps #News #DevOpsDaily
☁️ AWS What's New
📰 Amazon ECS now automatically detects and repairs container instances with impaired agent connectivity
Amazon Elastic Container Service (Amazon ECS) now automatically detects and repairs container instances, enabling customers to reduce undetected workload failures and improve application availability without manual intervention. With this launch, Amazon ECS continuously monitors agent connectivity a…
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🤖 #DevOps #News #DevOpsDaily
📰 Amazon ECS now automatically detects and repairs container instances with impaired agent connectivity
Amazon Elastic Container Service (Amazon ECS) now automatically detects and repairs container instances, enabling customers to reduce undetected workload failures and improve application availability without manual intervention. With this launch, Amazon ECS continuously monitors agent connectivity a…
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🤖 #DevOps #News #DevOpsDaily
🔧 DevOps.com
📰 Why “Tokenmaxxing” 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 AI…
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🤖 #DevOps #News #DevOpsDaily
📰 Why “Tokenmaxxing” 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 AI…
🔗 Read more
🤖 #DevOps #News #DevOpsDaily
🤖 AWS ML Blog
📰 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 o…
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🤖 #DevOps #News #DevOpsDaily
📰 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 o…
🔗 Read more
🤖 #DevOps #News #DevOpsDaily
🤖 GitHub Blog
📰 Your alt text passes automated checks. That doesn’t mean it’s 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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🤖 #DevOps #News #DevOpsDaily
📰 Your alt text passes automated checks. That doesn’t mean it’s 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 .
🔗 Read more
🤖 #DevOps #News #DevOpsDaily
☁️ AWS What's New
📰 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 multipl…
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🤖 #DevOps #News #DevOpsDaily
📰 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 multipl…
🔗 Read more
🤖 #DevOps #News #DevOpsDaily
🔧 DevOps.com
📰 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.
🔗 Read more
🤖 #DevOps #News #DevOpsDaily
📰 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.
🔗 Read more
🤖 #DevOps #News #DevOpsDaily
🤖 AWS ML Blog
📰 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 CloudF…
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🤖 #DevOps #News #DevOpsDaily
📰 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 CloudF…
🔗 Read more
🤖 #DevOps #News #DevOpsDaily
☁️ AWS News
📰 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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🤖 #DevOps #News #DevOpsDaily
📰 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.
🔗 Read more
🤖 #DevOps #News #DevOpsDaily
☁️ AWS What's New
📰 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 case…
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🤖 #DevOps #News #DevOpsDaily
📰 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 case…
🔗 Read more
🤖 #DevOps #News #DevOpsDaily