# Azure

Published articles for Azure.

This is one page of public article previews, not the complete archive. Follow Next page to continue. Summaries are not the original full articles.

## Inside the lab where the Arm AGI CPU is brought to life

DevFeed: [Inside the lab where the Arm AGI CPU is brought to life](<https://devfeed.tech/articles/inside-the-lab-where-the-arm-agi-cpu-is-brought-to-life-41415.md>)

Original publisher: [Read original article](<https://www.servethehome.com/inside-the-lab-where-the-arm-agi-cpu-is-brought-to-life/>)

Author: Patrick Kennedy

Published: 2026-09-17T17:00:32Z

Content type: article

Language: en

Sources: [ServeTheHome](<https://devfeed.tech/sources/servethehome.md>)

Topics: [Arm](<https://devfeed.tech/topics/arm.md>), [cpu](<https://devfeed.tech/topics/cpu.md>), [Neoverse CSS](<https://devfeed.tech/topics/neoverse-css.md>), [Server](<https://devfeed.tech/topics/server.md>), [microsoft-azure](<https://devfeed.tech/topics/microsoft-azure.md>), [Ubuntu](<https://devfeed.tech/topics/ubuntu.md>)

Tags: [architecture](<https://devfeed.tech/tags/architecture.md>), [arm](<https://devfeed.tech/tags/arm.md>), [azure](<https://devfeed.tech/tags/azure.md>), [cpu](<https://devfeed.tech/tags/cpu.md>), [linux](<https://devfeed.tech/tags/linux.md>), [neoverse-css](<https://devfeed.tech/tags/neoverse-css.md>), [neoverse-v3](<https://devfeed.tech/tags/neoverse-v3.md>), [server](<https://devfeed.tech/tags/server.md>), [server-cpus](<https://devfeed.tech/tags/server-cpus.md>)

### AI overview

A tour of Arm's Austin ATE lab explains how the Arm AGI CPU is brought from licensed IP to a physical data center processor. The article also describes Neoverse Compute Subsystem as a validated collection of cores, fabric, and other IP intended to speed custom server CPU development.

### Source excerpt

We travel to the Arm ATE lab to see what goes into bringing up a new Arm server processor, the Arm AGI CPU. It is lab tour time! The post Inside the lab where the Arm AGI CPU is brought to life appeared first on ServeTheHome.

## Lenovo ThinkAgile VX850 V4 Takes On In-Memory Virtualization With New Deploy Tiers and Four-Hypervisor Express Bundles

DevFeed: [Lenovo ThinkAgile VX850 V4 Takes On In-Memory Virtualization With New Deploy Tiers and Four-Hypervisor Express Bundles](<https://devfeed.tech/articles/lenovo-thinkagile-vx850-v4-takes-on-in-memory-virtualization-with-new-deploy-tiers-and-four-hypervisor-express-bundles-41396.md>)

Original publisher: [Read original article](<https://www.storagereview.com/news/lenovo-thinkagile-vx850-v4-takes-on-in-memory-virtualization-with-new-deploy-tiers-and-four-hypervisor-express-bundles>)

Author: Harold Fritts

Published: 2026-09-17T16:43:22Z

Content type: news

Language: en

Sources: [StorageReview.com](<https://devfeed.tech/sources/storagereview-com.md>)

Topics: [virtualization](<https://devfeed.tech/topics/virtualization.md>), [Hardware](<https://devfeed.tech/topics/hardware.md>), [Deployment](<https://devfeed.tech/topics/deployment.md>), [hyper-v](<https://devfeed.tech/topics/hyper-v.md>), [Windows](<https://devfeed.tech/topics/windows.md>), [Microsoft](<https://devfeed.tech/topics/microsoft.md>), [Azure](<https://devfeed.tech/topics/azure.md>), [nutanix](<https://devfeed.tech/topics/nutanix.md>), [intel](<https://devfeed.tech/topics/intel.md>)

Tags: [azure](<https://devfeed.tech/tags/azure.md>), [capacity](<https://devfeed.tech/tags/capacity.md>), [deployment](<https://devfeed.tech/tags/deployment.md>), [enterprise](<https://devfeed.tech/tags/enterprise.md>), [hardware](<https://devfeed.tech/tags/hardware.md>), [hyper-v](<https://devfeed.tech/tags/hyper-v.md>), [intel](<https://devfeed.tech/tags/intel.md>), [microsoft](<https://devfeed.tech/tags/microsoft.md>), [nutanix](<https://devfeed.tech/tags/nutanix.md>), [nvme](<https://devfeed.tech/tags/nvme.md>), [pcie](<https://devfeed.tech/tags/pcie.md>), [server](<https://devfeed.tech/tags/server.md>), [virtualization](<https://devfeed.tech/tags/virtualization.md>)

### AI overview

Lenovo added the four-socket ThinkAgile VX850 V4 to its virtualization lineup for demanding in-memory workloads. The launch also introduces three Infrastructure Deployment Services tiers and pre-validated Top Choice Express bundles covering Microsoft, Red Hat, SUSE, and Nutanix. Lenovo has not yet published the VX850 V4's own product specifications.

### Source excerpt

Lenovo has added the ThinkAgile VX850 V4 to its virtualization lineup, a four-socket node it describes as purpose-built for highly virtualized and demanding in-memory workloads, and paired the launch with a three-tier deployment service framework and a set of pre-validated Top Choice Express bundles spanning Microsoft, Red Hat, SUSE, and Nutanix. The announcement follows Lenovo's The post Lenovo ThinkAgile VX850 V4 Takes On In-Memory Virtualization With New Deploy Tiers and Four-Hypervisor Express Bundles appeared first on StorageReview.com.

## GPT-6 Astra Is the First Model OpenAI Classifies as Critical for Cybersecurity

DevFeed: [GPT-6 Astra Is the First Model OpenAI Classifies as Critical for Cybersecurity](<https://devfeed.tech/articles/gpt-6-astra-is-the-first-model-openai-classifies-as-critical-for-cybersecurity-41296.md>)

Original publisher: [Read original article](<https://www.infoq.com/news/2026/09/gpt-6-astra-critical-cyber/>)

Author: Steef-Jan Wiggers

Published: 2026-09-17T04:59:00Z

Content type: news

Language: en

Sources: [InfoQ](<https://devfeed.tech/sources/infoq.md>)

Topics: [Cybersecurity](<https://devfeed.tech/topics/cybersecurity.md>), [gpt-6-astra](<https://devfeed.tech/topics/gpt-6-astra.md>), [OpenAI](<https://devfeed.tech/topics/openai.md>), [Vulnerabilities](<https://devfeed.tech/topics/vulnerabilities.md>), [Exploit](<https://devfeed.tech/topics/exploit.md>), [browser](<https://devfeed.tech/topics/browser.md>), [Kernel](<https://devfeed.tech/topics/kernel.md>), [Chain-of-thought](<https://devfeed.tech/topics/chain-of-thought.md>)

Tags: [agents](<https://devfeed.tech/tags/agents.md>), [ai](<https://devfeed.tech/tags/ai.md>), [ai-ml-data-engineering](<https://devfeed.tech/tags/ai-ml-data-engineering.md>), [architecture](<https://devfeed.tech/tags/architecture.md>), [architecture-design](<https://devfeed.tech/tags/architecture-design.md>), [azure](<https://devfeed.tech/tags/azure.md>), [browser](<https://devfeed.tech/tags/browser.md>), [chain-of-thought](<https://devfeed.tech/tags/chain-of-thought.md>), [cloud](<https://devfeed.tech/tags/cloud.md>), [cybersecurity](<https://devfeed.tech/tags/cybersecurity.md>), [development](<https://devfeed.tech/tags/development.md>), [devops](<https://devfeed.tech/tags/devops.md>), [exploit](<https://devfeed.tech/tags/exploit.md>), [generative-ai](<https://devfeed.tech/tags/generative-ai.md>), [governance](<https://devfeed.tech/tags/governance.md>), [gpt-6-astra](<https://devfeed.tech/tags/gpt-6-astra.md>), [gpt-6-astra-critical-cyber](<https://devfeed.tech/tags/gpt-6-astra-critical-cyber.md>), [kernel](<https://devfeed.tech/tags/kernel.md>), [machine-learning](<https://devfeed.tech/tags/machine-learning.md>), [ml-data-engineering](<https://devfeed.tech/tags/ml-data-engineering.md>), [news](<https://devfeed.tech/tags/news.md>), [openai](<https://devfeed.tech/tags/openai.md>), [vulnerabilities](<https://devfeed.tech/tags/vulnerabilities.md>), [zero-day](<https://devfeed.tech/tags/zero-day.md>)

### AI overview

OpenAI classified GPT-6 Astra as the first model to reach its Critical cybersecurity threshold. Expert-led evaluations reported previously unknown vulnerabilities in a browser and an operating-system kernel, along with working exploit chains. The system card also reported a substantial decline in chain-of-thought monitorability.

### Source excerpt

OpenAI has classified GPT-6 Astra at the Critical cybersecurity threshold under its Preparedness Framework, a first. In expert-led testing the model found previously unknown vulnerabilities in a browser and an OS kernel and built working exploits. The same system card reports a substantial decline in chain-of-thought monitorability. By Steef-Jan Wiggers

## Microsoft Open-Sources TauGrid to Simplify AI Workload Management on Kubernetes

DevFeed: [Microsoft Open-Sources TauGrid to Simplify AI Workload Management on Kubernetes](<https://devfeed.tech/articles/microsoft-open-sources-taugrid-to-simplify-ai-workload-management-on-kubernetes-31518.md>)

Original publisher: [Read original article](<https://www.infoq.com/news/2026/09/microsoft-taugrid-open-source/>)

Author: Sergio De Simone

Published: 2026-09-16T18:00:00Z

Content type: news

Language: en

Sources: [InfoQ](<https://devfeed.tech/sources/infoq.md>)

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Kubernetes](<https://devfeed.tech/topics/kubernetes.md>), [GPU](<https://devfeed.tech/topics/gpu.md>), [kueue](<https://devfeed.tech/topics/kueue.md>), [Go](<https://devfeed.tech/topics/go.md>)

Tags: [agents](<https://devfeed.tech/tags/agents.md>), [ai](<https://devfeed.tech/tags/ai.md>), [artificial-intelligence](<https://devfeed.tech/tags/artificial-intelligence.md>), [azure](<https://devfeed.tech/tags/azure.md>), [development](<https://devfeed.tech/tags/development.md>), [devops](<https://devfeed.tech/tags/devops.md>), [gpu](<https://devfeed.tech/tags/gpu.md>), [kubernetes](<https://devfeed.tech/tags/kubernetes.md>), [kueue](<https://devfeed.tech/tags/kueue.md>), [microsoft](<https://devfeed.tech/tags/microsoft.md>), [microsoft-taugrid-open-source](<https://devfeed.tech/tags/microsoft-taugrid-open-source.md>), [news](<https://devfeed.tech/tags/news.md>), [open-source](<https://devfeed.tech/tags/open-source.md>), [orchestration](<https://devfeed.tech/tags/orchestration.md>)

### AI overview

Microsoft has open-sourced TauGrid, a cloud-native platform for managing, scheduling, and monitoring AI workloads on GPU-enabled Kubernetes clusters. It combines workload submission, Kueue-based queuing, KubeRay orchestration, GPU-node monitoring, and observability, while planned capabilities remain on its roadmap.

### Source excerpt

Microsoft has open-sourced TauGrid, a cloud-native platform designed to manage, schedule, and monitor AI workloads on GPU-enabled Kubernetes clusters. By Sergio De Simone

## Cloud Sovereignty, Provider Risk, and Migration Options for EU Companies

DevFeed: [Cloud Sovereignty, Provider Risk, and Migration Options for EU Companies](<https://devfeed.tech/articles/beyond-the-hyperscalers-what-actually-protects-you-31468.md>)

Original publisher: [Read original article](<https://www.pulumi.com/blog/beyond-the-hyperscalers-what-actually-protects-you/>)

Author: Adam Gordon Bell

Published: 2026-09-16T13:00:00Z

Content type: opinion

Language: en

Sources: [Pulumi](<https://devfeed.tech/sources/pulumi.md>)

Topics: [Cloud](<https://devfeed.tech/topics/cloud.md>), [migration](<https://devfeed.tech/topics/migration.md>), [pulumi](<https://devfeed.tech/topics/pulumi.md>), [Security](<https://devfeed.tech/topics/security.md>), [scaleway](<https://devfeed.tech/topics/scaleway.md>), [Tooling](<https://devfeed.tech/topics/tooling.md>)

Tags: [aws](<https://devfeed.tech/tags/aws.md>), [azure](<https://devfeed.tech/tags/azure.md>), [cloud](<https://devfeed.tech/tags/cloud.md>), [customers](<https://devfeed.tech/tags/customers.md>), [kubernetes](<https://devfeed.tech/tags/kubernetes.md>), [migration](<https://devfeed.tech/tags/migration.md>), [platform-engineering](<https://devfeed.tech/tags/platform-engineering.md>), [pulumi](<https://devfeed.tech/tags/pulumi.md>), [scaleway](<https://devfeed.tech/tags/scaleway.md>), [security](<https://devfeed.tech/tags/security.md>)

### AI overview

This recorded discussion examines cloud sovereignty, legal and cost concerns for EU companies using major US cloud providers, and the practical tradeoffs of moving to European providers. Three guests discuss provider exposure, encryption and account shutdown risks, migration costs, and whether Pulumi and agentic infrastructure can make future moves easier.

### Source excerpt

Recorded September 3, 2026. Quotes are lightly edited for clarity. Maybe this sounds familiar. You run infrastructure at a company that isn't American. Your workloads are on AWS, Azure, or Google Cloud, probably more than one, because that is what everyone picked. Until recently nobody asked you where the data lives or who can reach it. Now you're getting questions. Legal wants to know what NIS2 means for where your systems run. Someone on the leadership team read that the US government locked the cloud accounts of judges at the International Criminal Court and wants to know if that could happen to you. Finance wants to know why the bill went up again. A customer's security review asked, in writing, which country your data sits in. So now you have questions of your own: If a US court or agency wants my data, can they get it from my provider without involving me? Does putting everything in an EU region change that? The big providers now sell "sovereign cloud" in Europe. Is that different, or a rename? If I encrypt everything and hold the keys myself, am I covered? Could my account be switched off one day? What would I do? Are Hetzner, OVH, and Scaleway usable for real workloads? How much cheaper are they once you count the migration? What should I be building on now so I can leave later if I need to? A migration like this used to be a multi-year project. Does Pulumi and agentic infrastructure change that? Is any of this worth the disruption, or should I leave what works alone? I put those questions to three people who have each dealt with this for real. One of them helps EU companies work out their exposure and builds the tooling to leave. Another has spent fifteen years sizing what cloud actually costs, and thinks most people should stay put. The third moved his company off AWS and onto a European provider. They don't agree on how big the risk is. The full hour is below. Don't just default to the hyperscalers Waldemar Kindler co-founded Think Ahead Technologies, whe

## Transform and route security logs to Microsoft Sentinel tables using Observability Pipelines

DevFeed: [Transform and route security logs to Microsoft Sentinel tables using Observability Pipelines](<https://devfeed.tech/articles/transform-and-route-security-logs-to-microsoft-sentinel-tables-using-observability-pipelines-31547.md>)

Original publisher: [Read original article](<https://www.datadoghq.com/blog/observability-pipelines-microsoft-sentinel-packs/>)

Author: Zara Boddula; Danielle Park

Published: 2026-09-16T00:00:00Z

Content type: tutorial

Language: en

Sources: [Datadog | The Monitor blog](<https://devfeed.tech/sources/datadog-the-monitor-blog.md>)

Topics: [observability pipelines](<https://devfeed.tech/topics/observability-pipelines.md>), [SIEM, Security](<https://devfeed.tech/topics/siem-security.md>), [Security](<https://devfeed.tech/topics/security.md>), [log management](<https://devfeed.tech/topics/log-management.md>), [Microsoft](<https://devfeed.tech/topics/microsoft.md>)

Tags: [azure](<https://devfeed.tech/tags/azure.md>), [cisco-meraki](<https://devfeed.tech/tags/cisco-meraki.md>), [devsecops](<https://devfeed.tech/tags/devsecops.md>), [fortigate](<https://devfeed.tech/tags/fortigate.md>), [log-management](<https://devfeed.tech/tags/log-management.md>), [logs](<https://devfeed.tech/tags/logs.md>), [observability-pipelines](<https://devfeed.tech/tags/observability-pipelines.md>), [pipelines](<https://devfeed.tech/tags/pipelines.md>), [security](<https://devfeed.tech/tags/security.md>), [siem](<https://devfeed.tech/tags/siem.md>), [telemetry](<https://devfeed.tech/tags/telemetry.md>), [threat-detection](<https://devfeed.tech/tags/threat-detection.md>)

### AI overview

Datadog's Observability Pipelines Packs transform firewall, VPN, and network detection logs into Microsoft Sentinel table schemas before ingestion. The post describes Packs for Palo Alto Networks, Fortinet, Cisco ASA, Cisco Meraki, and ExtraHop, including filtering and noise reduction to help control Sentinel ingest volume while retaining visibility.

### Source excerpt

Learn how Observability Pipelines Packs map security logs to Microsoft Sentinel schemas and help control downstream ingest volume.

## Agents operate, humans govern: Scale your operations and reduce toil with Azure SRE Agent

DevFeed: [Agents operate, humans govern: Scale your operations and reduce toil with Azure SRE Agent](<https://devfeed.tech/articles/agents-operate-humans-govern-scale-your-operations-and-reduce-toil-with-azure-sre-agent-26948.md>)

Original publisher: [Read original article](<https://thenewstack.io/azure-sre-agent-operations/>)

Author: TNS Staff

Published: 2026-09-15T16:21:45Z

Content type: article

Language: en

Sources: [The New Stack](<https://devfeed.tech/sources/the-new-stack.md>)

Topics: [SRE](<https://devfeed.tech/topics/sre.md>), [incident](<https://devfeed.tech/topics/incident.md>), [Azure](<https://devfeed.tech/topics/azure.md>), [observability](<https://devfeed.tech/topics/observability.md>), [DevOps](<https://devfeed.tech/topics/devops.md>), [Redis](<https://devfeed.tech/topics/redis.md>)

Tags: [agent](<https://devfeed.tech/tags/agent.md>), [ai-agents](<https://devfeed.tech/tags/ai-agents.md>), [ai-operations](<https://devfeed.tech/tags/ai-operations.md>), [azure](<https://devfeed.tech/tags/azure.md>), [code-review](<https://devfeed.tech/tags/code-review.md>), [deployment](<https://devfeed.tech/tags/deployment.md>), [devops](<https://devfeed.tech/tags/devops.md>), [incident](<https://devfeed.tech/tags/incident.md>), [microsoft-azure](<https://devfeed.tech/tags/microsoft-azure.md>), [monitoring](<https://devfeed.tech/tags/monitoring.md>), [observability](<https://devfeed.tech/tags/observability.md>), [post](<https://devfeed.tech/tags/post.md>), [redis](<https://devfeed.tech/tags/redis.md>), [sponsor-microsoft-azure](<https://devfeed.tech/tags/sponsor-microsoft-azure.md>), [sponsored](<https://devfeed.tech/tags/sponsored.md>), [sponsored-post](<https://devfeed.tech/tags/sponsored-post.md>), [sre](<https://devfeed.tech/tags/sre.md>), [telemetry](<https://devfeed.tech/tags/telemetry.md>)

### AI overview

The article describes Azure SRE Agent as a system that analyzes telemetry, correlates deployment and monitoring data, investigates incidents, identifies root causes, recommends or prepares fixes, and supports mitigation and other operational tasks under human approval. It cites examples involving Microsoft service teams and InEight, including a recommendation to scale Redis.

### Source excerpt

What if engineers could spend their time building and optimizing systems rather than maintaining them? It's 3 a.m., and the The post Agents operate, humans govern: Scale your operations and reduce toil with Azure SRE Agent appeared first on The New Stack.

## New in Symfony 8.2: KeyManagement Component

DevFeed: [New in Symfony 8.2: KeyManagement Component](<https://devfeed.tech/articles/new-in-symfony-8-2-keymanagement-component-26604.md>)

Original publisher: [Read original article](<https://symfony.com/blog/new-in-symfony-8-2-keymanagement-component>)

Author: Javier Eguiluz

Published: 2026-09-15T07:11:00Z

Content type: release

Language: en

Sources: [Symfony Blog](<https://devfeed.tech/sources/symfony-blog.md>)

Topics: [Symfony](<https://devfeed.tech/topics/symfony.md>), [Encryption](<https://devfeed.tech/topics/encryption.md>), [Amazon Web Services](<https://devfeed.tech/topics/aws.md>), [Azure](<https://devfeed.tech/topics/azure.md>), [Google](<https://devfeed.tech/topics/google.md>)

Tags: [2026](<https://devfeed.tech/tags/2026.md>), [api](<https://devfeed.tech/tags/api.md>), [article](<https://devfeed.tech/tags/article.md>), [aws](<https://devfeed.tech/tags/aws.md>), [azure](<https://devfeed.tech/tags/azure.md>), [backend](<https://devfeed.tech/tags/backend.md>), [encryption](<https://devfeed.tech/tags/encryption.md>), [features](<https://devfeed.tech/tags/features.md>), [google](<https://devfeed.tech/tags/google.md>), [hashicorp-vault](<https://devfeed.tech/tags/hashicorp-vault.md>), [kms](<https://devfeed.tech/tags/kms.md>), [new-features](<https://devfeed.tech/tags/new-features.md>), [openssl](<https://devfeed.tech/tags/openssl.md>), [sdk](<https://devfeed.tech/tags/sdk.md>), [symfony](<https://devfeed.tech/tags/symfony.md>)

### AI overview

Symfony 8.2 introduces an experimental KeyManagement component that provides one API for AWS KMS, Azure Key Vault, Google Cloud KMS, and HashiCorp Vault. It supports direct and envelope encryption, local development backends, provider bridges, console commands, debug-toolbar integration, and Doctrine support.

### Source excerpt

This is the first article in a series showcasing the most important new features introduced by Symfony 8.2, which will be released at the end of November 2026. Contributed...

## Speeding Up Azure Durable Functions with Fan-Out/Fan-In and a Higher Concurrency Limit

DevFeed: [Speeding Up Azure Durable Functions with Fan-Out/Fan-In and a Higher Concurrency Limit](<https://devfeed.tech/articles/2-changes-made-our-azure-durable-functions-3x-faster-32183.md>)

Original publisher: [Read original article](<https://spin.atomicobject.com/azure-durable-functions-3x/>)

Author: Michael Li

Published: 2026-09-14T12:00:32Z

Content type: tutorial

Language: en

Sources: [Atomic Object](<https://devfeed.tech/sources/atomic-object.md>)

Topics: [Azure](<https://devfeed.tech/topics/azure.md>), [Concurrent Programming](<https://devfeed.tech/topics/concurrent-programming.md>), [Code](<https://devfeed.tech/topics/code.md>)

Tags: [apis](<https://devfeed.tech/tags/apis.md>), [azure](<https://devfeed.tech/tags/azure.md>), [azure-functions](<https://devfeed.tech/tags/azure-functions.md>), [batch](<https://devfeed.tech/tags/batch.md>), [concurrency](<https://devfeed.tech/tags/concurrency.md>), [development-practices](<https://devfeed.tech/tags/development-practices.md>), [file](<https://devfeed.tech/tags/file.md>), [storage](<https://devfeed.tech/tags/storage.md>)

### AI overview

An Azure Durable Functions batch job was accelerated by combining fan-out/fan-in orchestration with a higher function-host concurrency limit. Together, the changes reduced a representative run from about 710 seconds to about 240 seconds.

### Source excerpt

For one of our projects, we run a nightly job that generates a batch of files. It's a long process: pulling records from an upstream system, calling several APIs to gather info about each one, generating a file per record, and writing the results back to storage. For a small batch, this works fine, but [...] The post 2 Changes Made Our Azure Durable Functions 3X Faster appeared first on Atomic Spin.

## Security updates for Friday

DevFeed: [Security updates for Friday](<https://devfeed.tech/articles/security-updates-for-friday-8503.md>)

Original publisher: [Read original article](<https://lwn.net/Articles/1093765/>)

Author: jzb

Published: 2026-09-11T13:14:32Z

Content type: news

Language: en

Sources: [LWN.net](<https://devfeed.tech/sources/lwn-net.md>)

Topics: [Debian](<https://devfeed.tech/topics/debian.md>), [cURL](<https://devfeed.tech/topics/curl.md>), [Azure](<https://devfeed.tech/topics/azure.md>)

Tags: [azure](<https://devfeed.tech/tags/azure.md>), [debian](<https://devfeed.tech/tags/debian.md>), [ggml](<https://devfeed.tech/tags/ggml.md>), [kernel](<https://devfeed.tech/tags/kernel.md>), [linux](<https://devfeed.tech/tags/linux.md>), [nvidia](<https://devfeed.tech/tags/nvidia.md>), [oracle](<https://devfeed.tech/tags/oracle.md>), [python](<https://devfeed.tech/tags/python.md>), [ruby](<https://devfeed.tech/tags/ruby.md>), [security](<https://devfeed.tech/tags/security.md>), [updates](<https://devfeed.tech/tags/updates.md>)

### AI overview

Security updates have been issued across AlmaLinux, Debian, Fedora, Oracle, Red Hat, SUSE, and Ubuntu for a broad set of system libraries, tools, runtimes, and applications.

### Source excerpt

Security updates have been issued by AlmaLinux (apr-util and qt6-qt5compat), Debian (libevent and ruby-rack), Fedora (bluez, corosync, curl, dokuwiki, grpcurl, libevent, and rest), Oracle (gstreamer1-plugins-bad-free, perl-DBI, python-urllib3, qt5-qtbase, qt6-qt5compat, and thunderbird), Red Hat (osbuild-composer), SUSE (azure-storage-azcopy, chromedriver, corosync, ggml-devel, helm, kernel, libmariadb-devel, libzypp, zypper, opensc, php7, tomcat10, and waylyrics), and Ubuntu (apache2, beets, glibc, kissfft, libebml, linux-nvidia-6.17, php8.1, php8.3, php8.5, and python2.7, python3.4, python3.5, python3.6, python3.7, python3.8, python3.9, python3.10, python3.11, python3.12, python3.14).

## Set Up Cloud OIDC From the Pulumi CLI

DevFeed: [Set Up Cloud OIDC From the Pulumi CLI](<https://devfeed.tech/articles/set-up-cloud-oidc-from-the-pulumi-cli-19001.md>)

Original publisher: [Read original article](<https://www.pulumi.com/blog/esc-oidc-setup-cli/>)

Author: Sean Yeh

Published: 2026-09-11T00:00:00Z

Content type: tutorial

Language: en

Sources: [Pulumi](<https://devfeed.tech/sources/pulumi.md>)

Topics: [OpenID connect (OIDC)](<https://devfeed.tech/topics/oidc.md>), [Command-line interface](<https://devfeed.tech/topics/cli.md>), [AWS IAM](<https://devfeed.tech/topics/aws-iam.md>), [Cloud](<https://devfeed.tech/topics/cloud.md>), [AWS Identity and Access Management (IAM)](<https://devfeed.tech/topics/aws-identity-and-access-management-iam.md>), [Azure](<https://devfeed.tech/topics/azure.md>), [Google Cloud Platform (GCP)](<https://devfeed.tech/topics/google-cloud.md>)

Tags: [automated](<https://devfeed.tech/tags/automated.md>), [aws](<https://devfeed.tech/tags/aws.md>), [azure](<https://devfeed.tech/tags/azure.md>), [cli](<https://devfeed.tech/tags/cli.md>), [cloud](<https://devfeed.tech/tags/cloud.md>), [configuration](<https://devfeed.tech/tags/configuration.md>), [docs](<https://devfeed.tech/tags/docs.md>), [esc](<https://devfeed.tech/tags/esc.md>), [google-cloud](<https://devfeed.tech/tags/google-cloud.md>), [how-to](<https://devfeed.tech/tags/how-to.md>), [iam](<https://devfeed.tech/tags/iam.md>), [identity](<https://devfeed.tech/tags/identity.md>), [oidc](<https://devfeed.tech/tags/oidc.md>), [openid-connect](<https://devfeed.tech/tags/openid-connect.md>), [product](<https://devfeed.tech/tags/product.md>), [pulumi](<https://devfeed.tech/tags/pulumi.md>), [pulumi-cli](<https://devfeed.tech/tags/pulumi-cli.md>), [security](<https://devfeed.tech/tags/security.md>), [terminal](<https://devfeed.tech/tags/terminal.md>), [workflow](<https://devfeed.tech/tags/workflow.md>)

### AI overview

This tutorial explains how to use the Pulumi CLI command pulumi env setup to configure Pulumi ESC as an OIDC provider for AWS, Azure, and Google Cloud. It covers interactive onboarding, non-interactive flags for scripts and agents, cloud credentials, account selection, access policies, and automatic creation of identity providers, IAM roles, policy attachments, and ESC environments.

### Source excerpt

Pulumi ESC can act as an OpenID Connect (OIDC) provider for AWS, Azure, and Google Cloud, issuing short-lived, signed tokens that these clouds exchange for temporary credentials. This eliminates hard-coded credentials and improves your security posture. Last year, we introduced an onboarding flow in the Pulumi Cloud console that makes it super easy to configure OIDC for your cloud provider in a few guided steps. We're bringing Pulumi Cloud into the CLI so agents can use its capabilities directly from the terminal, without requiring a human to complete steps in the console. The new pulumi env setup command brings OIDC onboarding to that workflow, with interactive prompts for guided setup and non-interactive flags for scripts and agents. pulumi env setup - how it works Run the command with your desired cloud provider (aws, azure, gcp). For example: pulumi env setup aws The command then asks what it needs to configure your cloud, including your credentials, the accounts to configure, and the level of access. The questions differ per cloud. For AWS, it asks: How to authenticate to AWS. It uses the credentials you already have, or it signs you in with AWS SSO. Which accounts to configure. Which policy to attach to the OIDC role. Choose AdministratorAccess for Pulumi Deployments, ReadOnlyAccess for Pulumi Insights, or any other policy ARN. Then, it will print out the plan: About to configure OIDC for organization my-org: account 111111111111: create role pulumi-esc-oidc-622e86ea-319ba4c675bb3c00-role attach arn:aws:iam::aws:policy/AdministratorAccess create ESC environment my-org/aws-login/sandbox-account-env Proceed? [yes/no] After you confirm, the command creates the identity provider, the IAM role, and the policy attachment in each account. It then creates one ESC Environment per account, with the aws-login provider already configured. Non-interactive setup You can also run the command without interactive prompts by passing in the necessary flags. Each cloud has its ow

## Azure SQL Data Sync stops taking newcomers before 2027 execution

DevFeed: [Azure SQL Data Sync stops taking newcomers before 2027 execution](<https://devfeed.tech/articles/azure-sql-data-sync-stops-taking-newcomers-before-2027-execution-8541.md>)

Original publisher: [Read original article](<https://www.theregister.com/databases/2026/09/10/azure-sql-data-sync-stops-taking-newcomers-before-2027-execution/5295579>)

Author: Richard Speed

Published: 2026-09-10T14:47:00Z

Content type: news

Language: en

Sources: [www.theregister.com - Articles](<https://devfeed.tech/sources/www-theregister-com-articles.md>)

Topics: [data](<https://devfeed.tech/topics/data.md>)

Tags: [azure](<https://devfeed.tech/tags/azure.md>), [data](<https://devfeed.tech/tags/data.md>), [databases](<https://devfeed.tech/tags/databases.md>), [microsoft](<https://devfeed.tech/tags/microsoft.md>), [sql](<https://devfeed.tech/tags/sql.md>), [sync](<https://devfeed.tech/tags/sync.md>)

### AI overview

Azure SQL Data Sync will stop accepting new customers before its 2027 retirement. Existing customers can continue for now, with no like-for-like Microsoft successor.

### Source excerpt

Existing customers can carry on for now, but Microsoft offers no like-for-like successor

## GitHub availability report: August 2026

DevFeed: [GitHub availability report: August 2026](<https://devfeed.tech/articles/github-availability-report-august-2026-83.md>)

Original publisher: [Read original article](<https://github.blog/news-insights/company-news/github-availability-report-august-2026/>)

Author: Jakub Oleksy

Published: 2026-09-10T02:05:17Z

Content type: article

Language: en

Sources: [GitHub Engineering](<https://devfeed.tech/sources/github-engineering.md>)

Topics: [GitHub](<https://devfeed.tech/topics/github.md>), [site-reliability-engineering](<https://devfeed.tech/topics/site-reliability-engineering.md>), [migration](<https://devfeed.tech/topics/migration.md>), [MySQL](<https://devfeed.tech/topics/mysql.md>), [GitHub Actions](<https://devfeed.tech/topics/github-actions.md>)

Tags: [availability](<https://devfeed.tech/tags/availability.md>), [azure](<https://devfeed.tech/tags/azure.md>), [company-news](<https://devfeed.tech/tags/company-news.md>), [database](<https://devfeed.tech/tags/database.md>), [github](<https://devfeed.tech/tags/github.md>), [github-actions](<https://devfeed.tech/tags/github-actions.md>), [github-availability-report](<https://devfeed.tech/tags/github-availability-report.md>), [migration](<https://devfeed.tech/tags/migration.md>), [monitoring](<https://devfeed.tech/tags/monitoring.md>), [mysql](<https://devfeed.tech/tags/mysql.md>), [news-insights](<https://devfeed.tech/tags/news-insights.md>), [outage](<https://devfeed.tech/tags/outage.md>), [performance](<https://devfeed.tech/tags/performance.md>), [production](<https://devfeed.tech/tags/production.md>)

### AI overview

GitHub reports five August incidents with degraded service performance and describes capacity, resiliency, database, Azure migration, and GitHub Actions improvements.

### Source excerpt

In August, we experienced five incidents that resulted in degraded performance across GitHub services. The post GitHub availability report: August 2026 appeared first on The GitHub Blog.

## Leaving VMware Just Got Harder After Broadcom Pulled VDDK Downloads

DevFeed: [Leaving VMware Just Got Harder After Broadcom Pulled VDDK Downloads](<https://devfeed.tech/articles/leaving-vmware-just-got-harder-after-broadcom-pulled-vddk-downloads-10495.md>)

Original publisher: [Read original article](<https://www.virtualizationhowto.com/2026/09/leaving-vmware-just-got-harder-after-broadcom-pulled-vddk-downloads/>)

Author: Brandon Lee

Published: 2026-09-07T12:07:37Z

Content type: news

Language: en

Sources: [Virtualization Howto](<https://devfeed.tech/sources/virtualization-howto.md>)

Topics: [virtualization](<https://devfeed.tech/topics/virtualization.md>), [migration](<https://devfeed.tech/topics/migration.md>), [Azure](<https://devfeed.tech/topics/azure.md>), [SDKs](<https://devfeed.tech/topics/sdks.md>), [Microsoft](<https://devfeed.tech/topics/microsoft.md>)

Tags: [azure](<https://devfeed.tech/tags/azure.md>), [developer](<https://devfeed.tech/tags/developer.md>), [home-lab](<https://devfeed.tech/tags/home-lab.md>), [home-server](<https://devfeed.tech/tags/home-server.md>), [microsoft](<https://devfeed.tech/tags/microsoft.md>), [migration](<https://devfeed.tech/tags/migration.md>), [proxmox](<https://devfeed.tech/tags/proxmox.md>), [tool](<https://devfeed.tech/tags/tool.md>), [virtualization](<https://devfeed.tech/tags/virtualization.md>), [vmware](<https://devfeed.tech/tags/vmware.md>)

### AI overview

Broadcom has removed public download access to VMware's Virtual Disk Development Kit (VDDK), creating a potential obstacle for customers migrating away from VMware. The library is used by migration tools including Microsoft Azure Migrate, Red Hat's Migration Toolkit, Nutanix Move, VMware-to-KVM products, virt-v2v, and nbdkit. The article notes that affected links return errors and that no formal transition notice, deprecation announcement, or replacement has been identified.

### Source excerpt

Just when we thought that Broadcom wouldn't be able to slow down customers moving off of vSphere to another platform. They may just now have done something that will have... The post Leaving VMware Just Got Harder After Broadcom Pulled VDDK Downloads appeared first on Virtualization Howto.

## OpenAI GPT-6 Astra Hits GA in Microsoft Foundry: Computer Use, Agentic Execution, and $10 to $75 per Million Tokens

DevFeed: [OpenAI GPT-6 Astra Hits GA in Microsoft Foundry: Computer Use, Agentic Execution, and $10 to $75 per Million Tokens](<https://devfeed.tech/articles/openai-gpt-6-astra-hits-ga-in-microsoft-foundry-computer-use-agentic-execution-and-10-to-75-per-million-tokens-12371.md>)

Original publisher: [Read original article](<https://www.storagereview.com/news/openai-gpt-6-astra-launches-in-microsoft-foundry-with-agentic-execution-and-computer-use>)

Author: Harold Fritts

Published: 2026-09-05T17:09:34Z

Content type: news

Language: en

Sources: [StorageReview.com](<https://devfeed.tech/sources/storagereview-com.md>)

Topics: [Microsoft](<https://devfeed.tech/topics/microsoft.md>), [OpenAI](<https://devfeed.tech/topics/openai.md>), [computer-use](<https://devfeed.tech/topics/computer-use.md>), [Azure](<https://devfeed.tech/topics/azure.md>), [Generative AI](<https://devfeed.tech/topics/generative-ai.md>), [Frontier Model](<https://devfeed.tech/topics/frontier-model.md>), [Security](<https://devfeed.tech/topics/security.md>), [Authorization](<https://devfeed.tech/topics/authorization.md>), [cloud-infrastructure](<https://devfeed.tech/topics/cloud-infrastructure.md>), [Software Engineering](<https://devfeed.tech/topics/software-engineering.md>), [pull-requests](<https://devfeed.tech/topics/pull-requests.md>), [dashboards](<https://devfeed.tech/topics/dashboards.md>)

Tags: [access-control](<https://devfeed.tech/tags/access-control.md>), [agentic](<https://devfeed.tech/tags/agentic.md>), [ai](<https://devfeed.tech/tags/ai.md>), [apis](<https://devfeed.tech/tags/apis.md>), [azure](<https://devfeed.tech/tags/azure.md>), [computer-use](<https://devfeed.tech/tags/computer-use.md>), [enterprise](<https://devfeed.tech/tags/enterprise.md>), [frontier-model](<https://devfeed.tech/tags/frontier-model.md>), [generative-ai](<https://devfeed.tech/tags/generative-ai.md>), [governance](<https://devfeed.tech/tags/governance.md>), [microsoft](<https://devfeed.tech/tags/microsoft.md>), [openai](<https://devfeed.tech/tags/openai.md>), [pull-requests](<https://devfeed.tech/tags/pull-requests.md>), [security](<https://devfeed.tech/tags/security.md>)

### AI overview

Microsoft announced the general availability of OpenAI GPT-6 Astra in Microsoft Foundry on Azure. The frontier model is intended to support autonomous agentic workflows through multi-step planning, decision support, cross-application tool execution, and computer use. It can operate approved software interfaces, generate structured business artifacts, and assist with software engineering, dashboard creation, record updates, form processing, and interface testing. Microsoft Foundry provides scoped credentials, role-based access control, human-approval checkpoints, and identity controls for containment.

### Source excerpt

Microsoft announced the general availability of GPT-6 Astra within Microsoft Foundry on Azure. The frontier model is engineered to transition enterprise generative AI from interactive chat interfaces toward autonomous agentic workflows, providing multi-step planning, deliberate decision support, and cross-application tool execution. OpenAI calls Astra its most aligned model to date, and Microsoft says it is The post OpenAI GPT-6 Astra Hits GA in Microsoft Foundry: Computer Use, Agentic Execution, and $10 to $75 per Million Tokens appeared first on StorageReview.com.

## What 143 platform teams told us about keeping infrastructure alive

DevFeed: [What 143 platform teams told us about keeping infrastructure alive](<https://devfeed.tech/articles/what-143-platform-teams-told-us-about-keeping-infrastructure-alive-17501.md>)

Original publisher: [Read original article](<https://www.giantswarm.io/blog/what-143-platform-teams-told-us-about-keeping-infrastructure-alive>)

Author: Oliver Thylmann

Published: 2026-09-04T10:15:45Z

Content type: opinion

Language: en

Sources: [Giant Swarm Blog](<https://devfeed.tech/sources/giant-swarm-blog.md>)

Topics: [Platform Engineering](<https://devfeed.tech/topics/platform-engineering.md>), [Kubernetes](<https://devfeed.tech/topics/kubernetes.md>), [cloud-infrastructure](<https://devfeed.tech/topics/cloud-infrastructure.md>), [Security](<https://devfeed.tech/topics/security.md>), [observability](<https://devfeed.tech/topics/observability.md>)

Tags: [aws](<https://devfeed.tech/tags/aws.md>), [azure](<https://devfeed.tech/tags/azure.md>), [bare-metal](<https://devfeed.tech/tags/bare-metal.md>), [infrastructure](<https://devfeed.tech/tags/infrastructure.md>), [kubernetes](<https://devfeed.tech/tags/kubernetes.md>), [observability](<https://devfeed.tech/tags/observability.md>), [open-source](<https://devfeed.tech/tags/open-source.md>), [platform](<https://devfeed.tech/tags/platform.md>), [platform-engineering](<https://devfeed.tech/tags/platform-engineering.md>), [security](<https://devfeed.tech/tags/security.md>), [survey](<https://devfeed.tech/tags/survey.md>), [team](<https://devfeed.tech/tags/team.md>), [tech](<https://devfeed.tech/tags/tech.md>)

### AI overview

Giant Swarm surveyed 143 platform and infrastructure professionals about the ongoing work required to keep production platforms running. The article argues that this platform integration tax is primarily a time cost, with security, reliability, cluster management, and observability consuming engineering capacity.

### Source excerpt

The hidden cost of platform engineering isn't building your stack. It's keeping it alive. Giant Swarm surveyed 143 platform teams to find out.

## How to verify your Azure Application Gateway is zone-redundant

DevFeed: [How to verify your Azure Application Gateway is zone-redundant](<https://devfeed.tech/articles/how-to-verify-your-azure-application-gateway-is-zone-redundant-11647.md>)

Original publisher: [Read original article](<https://www.gremlin.com/blog/how-to-verify-your-azure-application-gateway-is-zone-redundant>)

Author: Andre Newman

Published: 2026-09-04T00:00:00Z

Content type: article

Language: en

Sources: [Gremlin Blog](<https://devfeed.tech/sources/gremlin-blog.md>)

Topics: [Azure](<https://devfeed.tech/topics/azure.md>), [Availability](<https://devfeed.tech/topics/availability.md>), [Cloud](<https://devfeed.tech/topics/cloud.md>), [web applications](<https://devfeed.tech/topics/web-applications.md>), [Command-line interface](<https://devfeed.tech/topics/cli.md>), [Shared Responsibility Model](<https://devfeed.tech/topics/shared-responsibility-model.md>)

Tags: [availability](<https://devfeed.tech/tags/availability.md>), [azure](<https://devfeed.tech/tags/azure.md>), [cli](<https://devfeed.tech/tags/cli.md>), [cloud](<https://devfeed.tech/tags/cloud.md>), [features](<https://devfeed.tech/tags/features.md>), [high-availability](<https://devfeed.tech/tags/high-availability.md>), [how-to](<https://devfeed.tech/tags/how-to.md>), [infrastructure](<https://devfeed.tech/tags/infrastructure.md>), [post](<https://devfeed.tech/tags/post.md>), [shared-responsibility](<https://devfeed.tech/tags/shared-responsibility.md>), [web-applications](<https://devfeed.tech/tags/web-applications.md>)

### AI overview

This how-to article explains availability-zone redundancy for Azure Application Gateway. It describes the redundancy model, the shared responsibility boundary, and how to verify whether a gateway is zone-redundant or zonal using Azure CLI and Resource Graph. It also cautions that a redundant gateway does not by itself make the services behind it redundant.

### Source excerpt

This post explains what zone redundancy means for Application Gateway, how to confirm whether a given gateway is zone-redundant or zonal using the Azure CLI and Resource Graph, and why a gateway surviving a zone failure doesn't mean the services calling through it will.

## GPT-6 Astra: A new generation of intelligence

DevFeed: [GPT-6 Astra: A new generation of intelligence](<https://devfeed.tech/articles/gpt-6-astra-a-new-generation-of-intelligence-6439.md>)

Original publisher: [Read original article](<https://openai.com/index/gpt-6-astra>)

Published: 2026-09-03T11:00:00Z

Content type: release

Language: en

Sources: [OpenAI News](<https://devfeed.tech/sources/openai-news.md>)

Topics: [computer-use](<https://devfeed.tech/topics/computer-use.md>), [coding](<https://devfeed.tech/topics/coding.md>), [Software Engineering](<https://devfeed.tech/topics/software-engineering.md>), [Cybersecurity](<https://devfeed.tech/topics/cybersecurity.md>), [Amazon Bedrock](<https://devfeed.tech/topics/amazon-bedrock.md>), [hugging face](<https://devfeed.tech/topics/hugging-face.md>)

Tags: [api](<https://devfeed.tech/tags/api.md>), [aws](<https://devfeed.tech/tags/aws.md>), [azure](<https://devfeed.tech/tags/azure.md>), [bedrock](<https://devfeed.tech/tags/bedrock.md>), [browser](<https://devfeed.tech/tags/browser.md>), [chatgpt](<https://devfeed.tech/tags/chatgpt.md>), [coding](<https://devfeed.tech/tags/coding.md>), [computer-use](<https://devfeed.tech/tags/computer-use.md>), [cybersecurity](<https://devfeed.tech/tags/cybersecurity.md>), [evaluation](<https://devfeed.tech/tags/evaluation.md>), [gpt](<https://devfeed.tech/tags/gpt.md>), [latency](<https://devfeed.tech/tags/latency.md>), [model](<https://devfeed.tech/tags/model.md>), [openai](<https://devfeed.tech/tags/openai.md>), [reinforcement-learning](<https://devfeed.tech/tags/reinforcement-learning.md>), [research](<https://devfeed.tech/tags/research.md>), [safety](<https://devfeed.tech/tags/safety.md>), [software-engineering](<https://devfeed.tech/tags/software-engineering.md>)

### AI overview

OpenAI introduces GPT-6 Astra, a model positioned for computer use, coding, cybersecurity, science, and professional work. The article highlights alignment evaluations, benchmark results, availability through ChatGPT and cloud/API channels, and simulated computer-use performance versus GPT-5.6 Sol.

### Source excerpt

Introducing GPT-6 Astra, our most intelligent and aligned model yet, with state-of-the-art capabilities across computer use, coding, cybersecurity, and science.

## Neo Security: Securing Infrastructure in the Agentic Era

DevFeed: [Neo Security: Securing Infrastructure in the Agentic Era](<https://devfeed.tech/articles/neo-security-securing-infrastructure-in-the-agentic-era-19024.md>)

Original publisher: [Read original article](<https://www.pulumi.com/blog/pulumi-neo-security/>)

Author: Joe Duffy

Published: 2026-08-28T00:00:00Z

Content type: release

Language: en

Sources: [Pulumi](<https://devfeed.tech/sources/pulumi.md>)

Topics: [pulumi-neo](<https://devfeed.tech/topics/pulumi-neo.md>), [Security](<https://devfeed.tech/topics/security.md>), [cloud-infrastructure](<https://devfeed.tech/topics/cloud-infrastructure.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Infrastructure as code](<https://devfeed.tech/topics/infrastructure-as-code.md>), [Static code analysis](<https://devfeed.tech/topics/static-code-analysis.md>)

Tags: [agent](<https://devfeed.tech/tags/agent.md>), [agentic](<https://devfeed.tech/tags/agentic.md>), [ai](<https://devfeed.tech/tags/ai.md>), [aws](<https://devfeed.tech/tags/aws.md>), [azure](<https://devfeed.tech/tags/azure.md>), [cloud-infrastructure](<https://devfeed.tech/tags/cloud-infrastructure.md>), [infrastructure-as-code](<https://devfeed.tech/tags/infrastructure-as-code.md>), [kubernetes](<https://devfeed.tech/tags/kubernetes.md>), [product](<https://devfeed.tech/tags/product.md>), [pulumi](<https://devfeed.tech/tags/pulumi.md>), [pulumi-neo](<https://devfeed.tech/tags/pulumi-neo.md>), [security](<https://devfeed.tech/tags/security.md>)

### AI overview

Pulumi is opening a research preview of Neo Security, an agent that analyzes cloud infrastructure for exploitable flaws. It builds a threat model, maps attack paths, and produces an actionable security posture report, including for infrastructure provisioned across AWS, Azure, Google Cloud, and Kubernetes.

### Source excerpt

Recently, AI systems have started turning up exploitable flaws in code that survived decades of human review. The frontier labs have released useful tools to help uncover many of these flaws through agent-led static code analysis. This is a huge leap ahead, but cloud infrastructure has many exploitable flaws that code analysis alone cannot find. These flaws are often as severe as the ones in code, or worse, and they await discovery by malicious agents on offense. We realized recently we can uniquely help here. At Pulumi, we have complete visibility into your entire cloud estate: infrastructure resources, their semantics, connections and dependencies between them, runtime logs and information, and more -- and have built an entire context graph out of them that is accessible to agents. Thanks to large language models, the cost of analyzing that full context graph is no longer prohibitive. As a result, today we're opening a research preview of Pulumi Neo Security. Neo Security is an agent that can find exploitable flaws in your cloud infrastructure. It starts with a threat model of your cloud estate, and then works systematically through every potential point of attack. The result is a security posture report that is immediately actionable thanks to Pulumi's infrastructure as code technology. Neo Security works on your existing infrastructure regardless of how it was provisioned, across any of our thousands of cloud providers including AWS, Azure, Google Cloud, and Kubernetes. We're releasing it in research preview to begin, so we can work closely with customers to run and address any findings. If you'd like to give it a try, contact us. How it finds attack paths Neo Security's aim is to provide a high-confidence, actionable security posture report. It gets there in three passes. The first builds a threat model, before it looks for anything. It works out what your crown jewels are, which resources are accessible to outside actors, which accounts hold production data, wh

## Start here: Azure SQL Foundations series

DevFeed: [Start here: Azure SQL Foundations series](<https://devfeed.tech/articles/start-here-azure-sql-foundations-series-23833.md>)

Original publisher: [Read original article](<https://devblogs.microsoft.com/blog/start-here-azure-sql-foundations-series/>)

Author: Anna Hoffman

Published: 2026-08-25T16:00:18Z

Content type: article

Language: en

Sources: [Developer Blogs](<https://devfeed.tech/sources/developer-blogs.md>)

Topics: [Azure SQL](<https://devfeed.tech/topics/azure-sql.md>), [Microsoft](<https://devfeed.tech/topics/microsoft.md>), [migration](<https://devfeed.tech/topics/migration.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Azure OpenAI](<https://devfeed.tech/topics/azure-openai.md>), [DevOps](<https://devfeed.tech/topics/devops.md>), [GitHub](<https://devfeed.tech/topics/github.md>), [Retrieval Augmented Generation (RAG)](<https://devfeed.tech/topics/retrieval-augmented-generation-rag.md>), [API](<https://devfeed.tech/topics/api.md>), [MCP Server](<https://devfeed.tech/topics/mcp-server.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [azure](<https://devfeed.tech/tags/azure.md>), [azure-openai](<https://devfeed.tech/tags/azure-openai.md>), [azure-sql](<https://devfeed.tech/tags/azure-sql.md>), [devops](<https://devfeed.tech/tags/devops.md>), [github](<https://devfeed.tech/tags/github.md>), [guide](<https://devfeed.tech/tags/guide.md>), [how-to](<https://devfeed.tech/tags/how-to.md>), [json](<https://devfeed.tech/tags/json.md>), [langchain](<https://devfeed.tech/tags/langchain.md>), [mcp](<https://devfeed.tech/tags/mcp.md>), [microsoft-for-developers](<https://devfeed.tech/tags/microsoft-for-developers.md>), [migration](<https://devfeed.tech/tags/migration.md>), [powershell](<https://devfeed.tech/tags/powershell.md>), [rag](<https://devfeed.tech/tags/rag.md>), [terraform](<https://devfeed.tech/tags/terraform.md>)

### AI overview

Microsoft introduces the Azure SQL Database Foundations series, a set of four videos covering Hyperscale databases, modernization and migration, AI features, and operational data. Each episode includes a repository for hands-on follow-up.

### Source excerpt

Most developers I talk to aren't asking whether Azure SQL Database can handle their next app. They're asking where to start when it comes to modernization, migration, and AI in the database. If you're reading this, you're probably in a similar boat: you've got an existing schema or databases, a scaling question you haven't had [...] The post Start here: Azure SQL Foundations series appeared first on Microsoft for Developers.

## Try Azure SRE Agent with no always-on charges

DevFeed: [Try Azure SRE Agent with no always-on charges](<https://devfeed.tech/articles/try-azure-sre-agent-with-no-always-on-charges-23836.md>)

Original publisher: [Read original article](<https://devblogs.microsoft.com/blog/try-azure-sre-agent-with-no-always-on-charges/>)

Author: Nir Mashkowski

Published: 2026-08-25T15:00:00Z

Content type: release

Language: en

Sources: [Developer Blogs](<https://devfeed.tech/sources/developer-blogs.md>)

Topics: [Azure](<https://devfeed.tech/topics/azure.md>), [site-reliability-engineering](<https://devfeed.tech/topics/site-reliability-engineering.md>), [telemetry](<https://devfeed.tech/topics/telemetry.md>), [incident management](<https://devfeed.tech/topics/incident-management.md>), [Cloud](<https://devfeed.tech/topics/cloud.md>)

Tags: [announcement](<https://devfeed.tech/tags/announcement.md>), [azure](<https://devfeed.tech/tags/azure.md>), [cloud](<https://devfeed.tech/tags/cloud.md>), [incident-management](<https://devfeed.tech/tags/incident-management.md>), [microsoft](<https://devfeed.tech/tags/microsoft.md>), [microsoft-for-developers](<https://devfeed.tech/tags/microsoft-for-developers.md>), [sre](<https://devfeed.tech/tags/sre.md>), [telemetry](<https://devfeed.tech/tags/telemetry.md>)

### AI overview

Microsoft announces a 30-day trial for Azure SRE Agent with no charges for setup time or keeping agents ready. The announcement also covers general availability of VNet integration and public preview of Live Reports. Active Azure Agent Unit charges apply when agents perform work.

### Source excerpt

We are happy to announce a 30-day trial experience for Azure SRE Agent. New customers can create and configure the SRE Agent at their own pace, with no charges for setup time or keeping agents ready. During the trial, you can connect your agents to telemetry, source code, incident management platforms, and other operational tools, [...] The post Try Azure SRE Agent with no always-on charges appeared first on Microsoft for Developers.

## From dotnet run to Foundry Hosted Agent in 3 lines of C#

DevFeed: [From dotnet run to Foundry Hosted Agent in 3 lines of C#](<https://devfeed.tech/articles/from-dotnet-run-to-foundry-hosted-agent-in-3-lines-of-c-2950.md>)

Original publisher: [Read original article](<https://devblogs.microsoft.com/dotnet/from-dotnet-run-to-foundry-hosted-agent-in-3-lines-of-csharp/>)

Author: Bruno Capuano

Published: 2026-08-24T19:00:00Z

Content type: tutorial

Language: en

Sources: [.NET Blog](<https://devfeed.tech/sources/net-blog.md>)

Topics: [hosted-agents](<https://devfeed.tech/topics/hosted-agents.md>), [Microsoft Agent Framework](<https://devfeed.tech/topics/microsoft-agent-framework.md>), [Azure](<https://devfeed.tech/topics/azure.md>), [C#](<https://devfeed.tech/topics/csharp.md>), [.NET](<https://devfeed.tech/topics/net.md>), [NuGet](<https://devfeed.tech/topics/nuget.md>), [Entra ID](<https://devfeed.tech/topics/entra-id.md>), [Containers](<https://devfeed.tech/topics/containers.md>), [telemetry](<https://devfeed.tech/topics/telemetry.md>)

Tags: [agent](<https://devfeed.tech/tags/agent.md>), [agents](<https://devfeed.tech/tags/agents.md>), [ai](<https://devfeed.tech/tags/ai.md>), [azd](<https://devfeed.tech/tags/azd.md>), [azure](<https://devfeed.tech/tags/azure.md>), [blog](<https://devfeed.tech/tags/blog.md>), [c-sharp](<https://devfeed.tech/tags/c-sharp.md>), [csharp](<https://devfeed.tech/tags/csharp.md>), [dotnet](<https://devfeed.tech/tags/dotnet.md>), [entra-id](<https://devfeed.tech/tags/entra-id.md>), [framework](<https://devfeed.tech/tags/framework.md>), [hosted-agents](<https://devfeed.tech/tags/hosted-agents.md>), [hosting](<https://devfeed.tech/tags/hosting.md>), [infrastructure](<https://devfeed.tech/tags/infrastructure.md>), [microsoft](<https://devfeed.tech/tags/microsoft.md>), [microsoft-agent-framework](<https://devfeed.tech/tags/microsoft-agent-framework.md>), [microsoft-foundry](<https://devfeed.tech/tags/microsoft-foundry.md>), [net](<https://devfeed.tech/tags/net.md>), [nuget](<https://devfeed.tech/tags/nuget.md>), [observability](<https://devfeed.tech/tags/observability.md>), [post](<https://devfeed.tech/tags/post.md>), [production](<https://devfeed.tech/tags/production.md>)

### AI overview

This tutorial shows how to deploy a Microsoft Agent Framework console agent as a Foundry Hosted Agent using one NuGet package, three lines of C#, and two commands. Foundry provides managed Azure infrastructure, scaling, identity, session state, observability, and lifecycle management.

### Source excerpt

You built an agent with Microsoft Agent Framework and it works great on your machine. Now what? Turns out deploying it to production takes 1 NuGet package, 3 lines of C#, and 2 commands. Let's do it. The post From dotnet run to Foundry Hosted Agent in 3 lines of C# appeared first on .NET Blog.

## Monitor Azure Functions across every hosting plan with Datadog

DevFeed: [Monitor Azure Functions across every hosting plan with Datadog](<https://devfeed.tech/articles/monitor-azure-functions-across-every-hosting-plan-with-datadog-2293.md>)

Original publisher: [Read original article](<https://www.datadoghq.com/blog/monitor-azure-functions-hosting-plans/>)

Author: Duncan Harvey; Kathie Huang; Piyali Banerjee

Published: 2026-08-24T00:00:00Z

Content type: article

Language: en

Sources: [Datadog | The Monitor blog](<https://devfeed.tech/sources/datadog-the-monitor-blog.md>)

Topics: [Azure](<https://devfeed.tech/topics/azure.md>), [serverless monitoring](<https://devfeed.tech/topics/serverless-monitoring.md>), [Serverless](<https://devfeed.tech/topics/serverless.md>), [telemetry](<https://devfeed.tech/topics/telemetry.md>), [tracing](<https://devfeed.tech/topics/tracing.md>), [Traces](<https://devfeed.tech/topics/traces.md>), [Application Performance Management (APM)](<https://devfeed.tech/topics/apm.md>), [cpu](<https://devfeed.tech/topics/cpu.md>), [Node.js](<https://devfeed.tech/topics/node-js.md>), [Python](<https://devfeed.tech/topics/python.md>), [.NET](<https://devfeed.tech/topics/net.md>)

Tags: [apm](<https://devfeed.tech/tags/apm.md>), [azure](<https://devfeed.tech/tags/azure.md>), [azure-functions](<https://devfeed.tech/tags/azure-functions.md>), [cpu](<https://devfeed.tech/tags/cpu.md>), [digital-experience-monitoring](<https://devfeed.tech/tags/digital-experience-monitoring.md>), [metrics](<https://devfeed.tech/tags/metrics.md>), [monitor](<https://devfeed.tech/tags/monitor.md>), [monitoring](<https://devfeed.tech/tags/monitoring.md>), [net](<https://devfeed.tech/tags/net.md>), [node-js](<https://devfeed.tech/tags/node-js.md>), [observability](<https://devfeed.tech/tags/observability.md>), [performance](<https://devfeed.tech/tags/performance.md>), [python](<https://devfeed.tech/tags/python.md>), [serverless](<https://devfeed.tech/tags/serverless.md>), [serverless-monitoring](<https://devfeed.tech/tags/serverless-monitoring.md>), [telemetry](<https://devfeed.tech/tags/telemetry.md>), [traces](<https://devfeed.tech/tags/traces.md>), [tracing](<https://devfeed.tech/tags/tracing.md>)

### AI overview

Datadog Serverless Monitoring expands observability for Azure Functions across Linux and Windows hosting plans, with telemetry collection, distributed tracing, enhanced CPU metrics, and continuous profiling.

### Source excerpt

Trace requests, get enhanced CPU metrics, and profile code across Azure Functions hosting plans with Datadog Serverless Monitoring.

## Avoid Azure secret rotation with secretless authentication

DevFeed: [Avoid Azure secret rotation with secretless authentication](<https://devfeed.tech/articles/avoid-azure-secret-rotation-with-secretless-authentication-2231.md>)

Original publisher: [Read original article](<https://www.datadoghq.com/blog/azure-secretless-authentication/>)

Author: Cody Murray-Bruce; Ben Johnson-Staub

Published: 2026-08-12T00:00:00Z

Content type: tutorial

Language: en

Sources: [Datadog | The Monitor blog](<https://devfeed.tech/sources/datadog-the-monitor-blog.md>)

Topics: [Azure](<https://devfeed.tech/topics/azure.md>), [Authentication](<https://devfeed.tech/topics/authentication.md>), [Entra ID](<https://devfeed.tech/topics/entra-id.md>), [OpenID connect (OIDC)](<https://devfeed.tech/topics/oidc.md>), [telemetry](<https://devfeed.tech/topics/telemetry.md>), [Terraform](<https://devfeed.tech/topics/terraform.md>), [migration](<https://devfeed.tech/topics/migration.md>)

Tags: [authentication](<https://devfeed.tech/tags/authentication.md>), [azure](<https://devfeed.tech/tags/azure.md>), [cli](<https://devfeed.tech/tags/cli.md>), [entra-id](<https://devfeed.tech/tags/entra-id.md>), [identity-and-access-management](<https://devfeed.tech/tags/identity-and-access-management.md>), [infrastructure-monitoring](<https://devfeed.tech/tags/infrastructure-monitoring.md>), [integration](<https://devfeed.tech/tags/integration.md>), [microsoft](<https://devfeed.tech/tags/microsoft.md>), [migration](<https://devfeed.tech/tags/migration.md>), [oidc](<https://devfeed.tech/tags/oidc.md>), [secrets](<https://devfeed.tech/tags/secrets.md>), [telemetry](<https://devfeed.tech/tags/telemetry.md>), [terraform](<https://devfeed.tech/tags/terraform.md>)

### AI overview

This article explains how Datadog's secretless authentication for Azure replaces long-lived client secrets with federated identity using Microsoft Entra ID and OpenID Connect. It describes the short-lived token flow and configuration or migration options through Quickstart, Terraform, the Azure CLI, or the Azure portal.

### Source excerpt

Learn how secretless authentication for Datadog's Azure integration helps prevent telemetry interruptions that result from expired client secrets.

[Next page](<https://devfeed.tech/tags/azure.md?cursor=WyIyMDI2LTA4LTEyVDAwOjAwOjAwKzAwOjAwIiwgImE4M2Y4MDQwLWY3NjUtNGIzZS1hMDFiLTY1OTRlOTQ0YWEzNiJd>)