# systems

Published articles for systems.

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## Fujitsu ready to sell its custom 'Monaka' Arm chip, maybe to rival server-makers

DevFeed: [Fujitsu ready to sell its custom 'Monaka' Arm chip, maybe to rival server-makers](<https://devfeed.tech/articles/fujitsu-ready-to-sell-its-custom-monaka-arm-chip-maybe-to-rival-server-makers-41316.md>)

Original publisher: [Read original article](<https://www.theregister.com/systems/2026/09/17/fujitsu-ready-to-sell-its-custom-monaka-arm-chip-maybe-to-rival-server-makers/5297025>)

Author: Simon Sharwood

Published: 2026-09-17T06:20:33Z

Content type: news

Language: en

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

Topics: [Arm](<https://devfeed.tech/topics/arm.md>), [Server](<https://devfeed.tech/topics/server.md>)

Tags: [arm](<https://devfeed.tech/tags/arm.md>), [fujitsu](<https://devfeed.tech/tags/fujitsu.md>), [hpc](<https://devfeed.tech/tags/hpc.md>), [inference](<https://devfeed.tech/tags/inference.md>), [server](<https://devfeed.tech/tags/server.md>), [sovereign-cloud](<https://devfeed.tech/tags/sovereign-cloud.md>), [supercomputer](<https://devfeed.tech/tags/supercomputer.md>), [systems](<https://devfeed.tech/tags/systems.md>)

### AI overview

The article reports that Fujitsu is preparing to sell its custom Monaka Arm chip to other server makers, with potential interest from cloud and inference-focused customers.

### Source excerpt

Clouds, the sovereign-sensitive, and the inferencing-interested are also about to get sales calls

## Libreboot 20140911 release

DevFeed: [Libreboot 20140911 release](<https://devfeed.tech/articles/libreboot-20140911-release-32694.md>)

Original publisher: [Read original article](<https://libreboot.org/news/libreboot20140911.html>)

Author: Leah Rowe

Published: 2026-09-17T04:32:50.666044Z

Content type: release

Language: en

Sources: [News about Libreboot releases and development](<https://devfeed.tech/sources/news-about-libreboot-releases-and-development.md>)

Topics: [libreboot](<https://devfeed.tech/topics/libreboot.md>), [releases](<https://devfeed.tech/topics/releases.md>), [Hardware](<https://devfeed.tech/topics/hardware.md>), [coreboot](<https://devfeed.tech/topics/coreboot.md>), [Documentation](<https://devfeed.tech/topics/documentation.md>), [Git](<https://devfeed.tech/topics/git.md>), [systems](<https://devfeed.tech/topics/systems.md>)

Tags: [apple](<https://devfeed.tech/tags/apple.md>), [article](<https://devfeed.tech/tags/article.md>), [beta](<https://devfeed.tech/tags/beta.md>), [bios](<https://devfeed.tech/tags/bios.md>), [canoeboot](<https://devfeed.tech/tags/canoeboot.md>), [coreboot](<https://devfeed.tech/tags/coreboot.md>), [documentation](<https://devfeed.tech/tags/documentation.md>), [free-software](<https://devfeed.tech/tags/free-software.md>), [git](<https://devfeed.tech/tags/git.md>), [hardware](<https://devfeed.tech/tags/hardware.md>), [lenovo](<https://devfeed.tech/tags/lenovo.md>), [libre](<https://devfeed.tech/tags/libre.md>), [libreboot](<https://devfeed.tech/tags/libreboot.md>), [opensource](<https://devfeed.tech/tags/opensource.md>), [release](<https://devfeed.tech/tags/release.md>), [releases](<https://devfeed.tech/tags/releases.md>), [systems](<https://devfeed.tech/tags/systems.md>), [thinkpad](<https://devfeed.tech/tags/thinkpad.md>), [uefi](<https://devfeed.tech/tags/uefi.md>)

### AI overview

Libreboot 20140911 is described as a pre-release seventh beta, with support for Lenovo ThinkPad X60 Tablet and T60 systems and Apple MacBook models. The article lists release revisions, documentation updates, dependency changes, and a GRUB CD-ROM regression fix.

### Source excerpt

Article: Libreboot 20140911 release Web link: https://libreboot.org/news/libreboot20140911.html

## Nvidia goes green to keep grid capacity from zapping its revenues

DevFeed: [Nvidia goes green to keep grid capacity from zapping its revenues](<https://devfeed.tech/articles/nvidia-goes-green-to-keep-grid-capacity-from-zapping-its-revenues-31543.md>)

Original publisher: [Read original article](<https://www.theregister.com/systems/2026/09/16/nvidia-goes-green-to-keep-grid-capacity-from-zapping-its-revenues/5296984>)

Author: Tobias Mann

Published: 2026-09-16T21:37:05Z

Content type: news

Language: en

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

Topics: [Nvidia](<https://devfeed.tech/topics/nvidia.md>), [datacenter](<https://devfeed.tech/topics/datacenter.md>), [Cloud](<https://devfeed.tech/topics/cloud.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [ai-factory](<https://devfeed.tech/tags/ai-factory.md>), [cloud](<https://devfeed.tech/tags/cloud.md>), [datacenter](<https://devfeed.tech/tags/datacenter.md>), [gpu](<https://devfeed.tech/tags/gpu.md>), [nvidia](<https://devfeed.tech/tags/nvidia.md>), [systems](<https://devfeed.tech/tags/systems.md>)

### AI overview

The article reports that Nvidia is courting neocloud providers with more efficient and profitable data centers.

### Source excerpt

GPUzilla woos neoclouds into another walled garden, promising smarter, more efficient, and profitable bit barns

## Enterprises are sweating legacy IT assets as AI investment grows

DevFeed: [Enterprises are sweating legacy IT assets as AI investment grows](<https://devfeed.tech/articles/enterprises-are-sweating-legacy-it-assets-as-ai-investment-grows-31542.md>)

Original publisher: [Read original article](<https://www.theregister.com/systems/2026/09/16/enterprises-are-sweating-legacy-it-assets-as-ai-investment-grows/5296896>)

Author: Dan Robinson

Published: 2026-09-16T16:15:00Z

Content type: article

Language: en

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

Topics: [legacy](<https://devfeed.tech/topics/legacy.md>), [Hardware](<https://devfeed.tech/topics/hardware.md>), [mainframes](<https://devfeed.tech/topics/mainframes.md>), [data](<https://devfeed.tech/topics/data.md>), [business logic](<https://devfeed.tech/topics/business-logic.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [artificial-intelligence](<https://devfeed.tech/tags/artificial-intelligence.md>), [business-logic](<https://devfeed.tech/tags/business-logic.md>), [data](<https://devfeed.tech/tags/data.md>), [ensono](<https://devfeed.tech/tags/ensono.md>), [hardware](<https://devfeed.tech/tags/hardware.md>), [it-modernization](<https://devfeed.tech/tags/it-modernization.md>), [legacy](<https://devfeed.tech/tags/legacy.md>), [legacy-systems](<https://devfeed.tech/tags/legacy-systems.md>), [mainframes](<https://devfeed.tech/tags/mainframes.md>), [systems](<https://devfeed.tech/tags/systems.md>)

### AI overview

The article examines how enterprises are dealing with legacy IT assets as AI investment grows. It reports that mainframes and other hardware may contain the data and business logic needed to build AI services.

### Source excerpt

Hardware such as mainframes found to hold the data and business logic needed to build those AI services

## Emerald AI, Google and NVIDIA Launch Alliance to Advance Flexible AI Data Centers

DevFeed: [Emerald AI, Google and NVIDIA Launch Alliance to Advance Flexible AI Data Centers](<https://devfeed.tech/articles/emerald-ai-google-and-nvidia-launch-alliance-to-advance-flexible-ai-data-centers-30916.md>)

Original publisher: [Read original article](<https://blogs.nvidia.com/blog/ai-energy-management-alliance/>)

Author: Josh Parker

Published: 2026-09-16T13:00:33Z

Content type: news

Language: en

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

Topics: [data centers](<https://devfeed.tech/topics/data-centers.md>), [AI Infrastructure](<https://devfeed.tech/topics/ai-infrastructure.md>), [Google](<https://devfeed.tech/topics/google.md>), [Nvidia](<https://devfeed.tech/topics/nvidia.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [datacenter](<https://devfeed.tech/topics/datacenter.md>), [benchmarking](<https://devfeed.tech/topics/benchmarking.md>), [Requirements](<https://devfeed.tech/topics/requirements.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [ai-data-centers](<https://devfeed.tech/tags/ai-data-centers.md>), [ai-infrastructure](<https://devfeed.tech/tags/ai-infrastructure.md>), [capacity](<https://devfeed.tech/tags/capacity.md>), [corporate](<https://devfeed.tech/tags/corporate.md>), [data-centers](<https://devfeed.tech/tags/data-centers.md>), [energy](<https://devfeed.tech/tags/energy.md>), [google](<https://devfeed.tech/tags/google.md>), [infrastructure](<https://devfeed.tech/tags/infrastructure.md>), [launch](<https://devfeed.tech/tags/launch.md>), [metrics](<https://devfeed.tech/tags/metrics.md>), [nvidia](<https://devfeed.tech/tags/nvidia.md>), [performance-metrics](<https://devfeed.tech/tags/performance-metrics.md>), [requirements](<https://devfeed.tech/tags/requirements.md>), [resource](<https://devfeed.tech/tags/resource.md>), [systems](<https://devfeed.tech/tags/systems.md>)

### AI overview

Emerald AI, Google and NVIDIA announced the AI Energy Management Alliance, a coalition focused on flexible AI data centers that can dynamically adjust electricity use in response to grid conditions. The article describes technology-neutral, performance-based requirements covering response speed, duration, predictability and emergency behavior.

### Source excerpt

AI factories are the infrastructure of the intelligence era. Scaling them responsibly will depend as much on innovation across the grid as inside the data center. Today, Emerald AI, Google and NVIDIA announced the launch of the AI Energy Management Alliance (AEMA), a first-of-its-kind coalition advancing data centers that can dynamically manage their electricity use [...]

## Cornelis and Delos Data propose open alternatives to Nvidia's NVLink for AI scale-up networking

DevFeed: [Cornelis and Delos Data propose open alternatives to Nvidia's NVLink for AI scale-up networking](<https://devfeed.tech/articles/ai-networking-startups-race-to-replace-nvidia-s-nvlink-26965.md>)

Original publisher: [Read original article](<https://www.theregister.com/systems/2026/09/15/ai-networking-startups-race-to-replace-nvidias-nvlink/5296672>)

Author: Tobias Mann

Published: 2026-09-15T20:56:48Z

Content type: news

Language: en

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

Topics: [NVLink](<https://devfeed.tech/topics/nvlink.md>), [AI Networking](<https://devfeed.tech/topics/ai-networking.md>), [Nvidia](<https://devfeed.tech/topics/nvidia.md>), [networking](<https://devfeed.tech/topics/networking.md>), [Hardware](<https://devfeed.tech/topics/hardware.md>), [High-Performance Computing](<https://devfeed.tech/topics/high-performance-computing.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [ai-networking](<https://devfeed.tech/tags/ai-networking.md>), [cornelis-networks](<https://devfeed.tech/tags/cornelis-networks.md>), [delos-data](<https://devfeed.tech/tags/delos-data.md>), [hardware](<https://devfeed.tech/tags/hardware.md>), [high-performance-computing](<https://devfeed.tech/tags/high-performance-computing.md>), [network](<https://devfeed.tech/tags/network.md>), [networking](<https://devfeed.tech/tags/networking.md>), [nvidia](<https://devfeed.tech/tags/nvidia.md>), [nvlink](<https://devfeed.tech/tags/nvlink.md>), [performance](<https://devfeed.tech/tags/performance.md>), [software](<https://devfeed.tech/tags/software.md>), [systems](<https://devfeed.tech/tags/systems.md>)

### AI overview

The article reports that Cornelis Networks and Delos Data have entered the AI scale-up networking market with proposed alternatives to Nvidia's NVLink. Cornelis introduced its open Active Compute Fabric architecture, which combines programmable in-network compute with scale-up and scale-out networking, while the broader market is developing alternatives using protocols such as Ultra Ethernet and UALink.

### Source excerpt

Intel spin-off Cornelis and newcomer Delos Data pitch open alternatives for scaling AI beyond the rack

## Rail Network Modernization: FRMCS, Sovereignty and the AI Edge

DevFeed: [Rail Network Modernization: FRMCS, Sovereignty and the AI Edge](<https://devfeed.tech/articles/rail-network-modernization-frmcs-sovereignty-and-the-ai-edge-26717.md>)

Original publisher: [Read original article](<https://blogs.cisco.com/industries/rail-network-modernization-frmcs-sovereignty-and-the-ai-edge>)

Author: Steve Payne

Published: 2026-09-15T13:31:46Z

Content type: article

Language: en

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

Topics: [Network](<https://devfeed.tech/topics/network.md>), [Critical Infrastructure](<https://devfeed.tech/topics/critical-infrastructure.md>), [digital sovereignty](<https://devfeed.tech/topics/digital-sovereignty.md>), [Resilience](<https://devfeed.tech/topics/resilience.md>), [Availability](<https://devfeed.tech/topics/availability.md>), [Cybersecurity](<https://devfeed.tech/topics/cybersecurity.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>)

Tags: [2026](<https://devfeed.tech/tags/2026.md>), [availability](<https://devfeed.tech/tags/availability.md>), [cisco](<https://devfeed.tech/tags/cisco.md>), [cisco-industrial-iot-iiot](<https://devfeed.tech/tags/cisco-industrial-iot-iiot.md>), [critical-infrastructure](<https://devfeed.tech/tags/critical-infrastructure.md>), [digital-sovereignty](<https://devfeed.tech/tags/digital-sovereignty.md>), [end-of-life](<https://devfeed.tech/tags/end-of-life.md>), [eu](<https://devfeed.tech/tags/eu.md>), [europe](<https://devfeed.tech/tags/europe.md>), [industries](<https://devfeed.tech/tags/industries.md>), [infrastructure](<https://devfeed.tech/tags/infrastructure.md>), [internet-of-things-iot](<https://devfeed.tech/tags/internet-of-things-iot.md>), [latency](<https://devfeed.tech/tags/latency.md>), [modernization](<https://devfeed.tech/tags/modernization.md>), [network](<https://devfeed.tech/tags/network.md>), [networks](<https://devfeed.tech/tags/networks.md>), [nis2](<https://devfeed.tech/tags/nis2.md>), [resilience](<https://devfeed.tech/tags/resilience.md>), [systems](<https://devfeed.tech/tags/systems.md>), [transportation](<https://devfeed.tech/tags/transportation.md>), [unified-edge](<https://devfeed.tech/tags/unified-edge.md>)

### AI overview

Cisco's pre-InnoTrans 2026 perspective examines the modernization of European rail communications from GSM-R to FRMCS. It argues that the transition requires changes to the underlying IP network, including high availability, deterministic latency, cybersecurity, and large-scale automation, while operators address resilience, digital sovereignty, investment, and regulatory requirements.

### Source excerpt

Join Cisco at InnoTrans 2026 to explore the next generation of rail networks. Discover how FRMCS, AI edge computing, and digital sovereignty are transforming critical infrastructure into secure, automated systems.

## Thinking Like A Naturalist: An Interview with Claire Barrett

DevFeed: [Thinking Like A Naturalist: An Interview with Claire Barrett](<https://devfeed.tech/articles/thinking-like-a-naturalist-an-interview-with-claire-barrett-26236.md>)

Original publisher: [Read original article](<https://nordicapis.com/thinking-like-a-naturalist-an-interview-with-claire-barrett/>)

Author: J Simpson

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

Content type: article

Language: en

Sources: [Nordic APIs](<https://devfeed.tech/sources/nordic-apis.md>)

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [systems](<https://devfeed.tech/topics/systems.md>), [Testing](<https://devfeed.tech/topics/testing.md>)

Tags: [2026](<https://devfeed.tech/tags/2026.md>), [ai](<https://devfeed.tech/tags/ai.md>), [ai-agents](<https://devfeed.tech/tags/ai-agents.md>), [ai-readiness](<https://devfeed.tech/tags/ai-readiness.md>), [api-governance](<https://devfeed.tech/tags/api-governance.md>), [api-integration](<https://devfeed.tech/tags/api-integration.md>), [api-security](<https://devfeed.tech/tags/api-security.md>), [artificial-intelligence](<https://devfeed.tech/tags/artificial-intelligence.md>), [awareness](<https://devfeed.tech/tags/awareness.md>), [blog](<https://devfeed.tech/tags/blog.md>), [digital-transformation](<https://devfeed.tech/tags/digital-transformation.md>), [driving](<https://devfeed.tech/tags/driving.md>), [generative-ai](<https://devfeed.tech/tags/generative-ai.md>), [governance](<https://devfeed.tech/tags/governance.md>), [integration](<https://devfeed.tech/tags/integration.md>), [summit](<https://devfeed.tech/tags/summit.md>), [systems](<https://devfeed.tech/tags/systems.md>), [testing](<https://devfeed.tech/tags/testing.md>)

### AI overview

Claire Barrett discusses the mindset shift needed for AI-enabled strategies, emphasizing systems thinking, governance, testing, awareness, and attention to long-term risks.

### Source excerpt

Ahead of Nordic APIs Summit 2026, we catch up with speaker Claire Barrett on the mindset shift needed for adopting AI-enabled strategies. "Imagine driving around an old town," responds Claire Barrett when asked to describe what it means to be AI-ready from an integration perspective. "Imagine a European city that's been inhabited for thousands of ...

## How Solaris' Turnstile Influenced the Modern System Designs of Web Browsers and Language Runtimes

DevFeed: [How Solaris' Turnstile Influenced the Modern System Designs of Web Browsers and Language Runtimes](<https://devfeed.tech/articles/how-solaris-turnstile-influenced-the-modern-system-designs-of-web-browsers-and-language-runtimes-26602.md>)

Original publisher: [Read original article](<https://www.infoq.com/news/2026/09/turnstile-system-design/>)

Author: Olimpiu Pop

Published: 2026-09-15T06:06:00Z

Content type: article

Language: en

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

Topics: [systems](<https://devfeed.tech/topics/systems.md>), [Programming](<https://devfeed.tech/topics/programming.md>), [Kernel](<https://devfeed.tech/topics/kernel.md>), [observability](<https://devfeed.tech/topics/observability.md>), [browsers](<https://devfeed.tech/topics/browsers.md>), [web browsers](<https://devfeed.tech/topics/web-browsers.md>)

Tags: [architecture](<https://devfeed.tech/tags/architecture.md>), [architecture-design](<https://devfeed.tech/tags/architecture-design.md>), [architectures](<https://devfeed.tech/tags/architectures.md>), [blocking](<https://devfeed.tech/tags/blocking.md>), [concurrency](<https://devfeed.tech/tags/concurrency.md>), [development](<https://devfeed.tech/tags/development.md>), [efficiency](<https://devfeed.tech/tags/efficiency.md>), [kernel](<https://devfeed.tech/tags/kernel.md>), [locking](<https://devfeed.tech/tags/locking.md>), [memory](<https://devfeed.tech/tags/memory.md>), [news](<https://devfeed.tech/tags/news.md>), [observability](<https://devfeed.tech/tags/observability.md>), [operating-systems](<https://devfeed.tech/tags/operating-systems.md>), [solaris](<https://devfeed.tech/tags/solaris.md>), [storage](<https://devfeed.tech/tags/storage.md>), [systems](<https://devfeed.tech/tags/systems.md>), [turnstile-system-design](<https://devfeed.tech/tags/turnstile-system-design.md>)

### AI overview

The article examines how Solaris innovations influenced modern systems engineering. It discusses the Slab Allocator, OpenZFS, DTrace, Zones, and turnstiles, focusing on how turnstiles reduce per-lock memory overhead while supporting priority inheritance for contended locks.

### Source excerpt

Sun's Solaris influenced modern systems engineering, with key innovations like the Slab Allocator for efficient memory management, OpenZFS for advanced storage, and DTrace for observability. Its turnstile mechanism addressed issues with mutexes, promoting lean locking designs that are reflected in contemporary programming languages and web browsers, enhancing performance and memory efficiency. By Olimpiu Pop

## Agent session chains that can't escalate

DevFeed: [Agent session chains that can't escalate](<https://devfeed.tech/articles/agent-session-chains-that-can-t-escalate-26792.md>)

Original publisher: [Read original article](<https://workos.com/blog/agent-session-chaining>)

Author: WorkOS

Published: 2026-09-15T00:00:00Z

Content type: article

Language: en

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

Topics: [Authorization](<https://devfeed.tech/topics/authorization.md>), [API](<https://devfeed.tech/topics/api.md>), [API keys](<https://devfeed.tech/topics/api-keys.md>), [systems](<https://devfeed.tech/topics/systems.md>)

Tags: [agent](<https://devfeed.tech/tags/agent.md>), [api](<https://devfeed.tech/tags/api.md>), [auth](<https://devfeed.tech/tags/auth.md>), [authorization](<https://devfeed.tech/tags/authorization.md>), [backend](<https://devfeed.tech/tags/backend.md>), [multi-agent](<https://devfeed.tech/tags/multi-agent.md>), [multi-agent-systems](<https://devfeed.tech/tags/multi-agent-systems.md>), [permission](<https://devfeed.tech/tags/permission.md>), [server](<https://devfeed.tech/tags/server.md>), [systems](<https://devfeed.tech/tags/systems.md>)

### AI overview

The article explains how Agent Auth session chaining lets an agent create separately scoped child sessions for subtasks. Each child records its parent, uses its own access and single-use refresh tokens, can be revoked independently, and cannot outlive the root session. The supplied text also states that the backend creates the chain server-side using an API key.

### Source excerpt

An agent can open a child session of itself for a sub-task. The chain re-derives authority at every hop and can never outlive its root.

## GNU Coreutils 9.12 Released With Performance Optimizations, New uname Option

DevFeed: [GNU Coreutils 9.12 Released With Performance Optimizations, New uname Option](<https://devfeed.tech/articles/gnu-coreutils-9-12-released-with-performance-optimizations-new-uname-option-17444.md>)

Original publisher: [Read original article](<https://www.phoronix.com/news/GNU-Coreutils-9.12>)

Author: Michael Larabel

Published: 2026-09-14T17:45:05Z

Content type: news

Language: en

Sources: [Phoronix](<https://devfeed.tech/sources/phoronix.md>)

Topics: [systems](<https://devfeed.tech/topics/systems.md>), [Filesystems](<https://devfeed.tech/topics/filesystems.md>), [Optimization](<https://devfeed.tech/topics/optimization.md>), [bug](<https://devfeed.tech/topics/bug.md>), [chmod](<https://devfeed.tech/topics/chmod.md>), [ls](<https://devfeed.tech/topics/ls.md>)

Tags: [bug](<https://devfeed.tech/tags/bug.md>), [chmod](<https://devfeed.tech/tags/chmod.md>), [core](<https://devfeed.tech/tags/core.md>), [desktop-linux](<https://devfeed.tech/tags/desktop-linux.md>), [linux-benchmarking](<https://devfeed.tech/tags/linux-benchmarking.md>), [linux-hardware-benchmarks](<https://devfeed.tech/tags/linux-hardware-benchmarks.md>), [linux-hardware-reviews](<https://devfeed.tech/tags/linux-hardware-reviews.md>), [linux-how-to](<https://devfeed.tech/tags/linux-how-to.md>), [linux-performance](<https://devfeed.tech/tags/linux-performance.md>), [linux-server-benchmarks](<https://devfeed.tech/tags/linux-server-benchmarks.md>), [ls](<https://devfeed.tech/tags/ls.md>), [open-source-graphics](<https://devfeed.tech/tags/open-source-graphics.md>), [optimization](<https://devfeed.tech/tags/optimization.md>), [performance](<https://devfeed.tech/tags/performance.md>), [phoronix](<https://devfeed.tech/tags/phoronix.md>), [phoronix-test-suite](<https://devfeed.tech/tags/phoronix-test-suite.md>), [release](<https://devfeed.tech/tags/release.md>), [systems](<https://devfeed.tech/tags/systems.md>), [ubuntu-benchmarks](<https://devfeed.tech/tags/ubuntu-benchmarks.md>), [ubuntu-hardware](<https://devfeed.tech/tags/ubuntu-hardware.md>)

### AI overview

GNU Coreutils 9.12 fixes recursive traversal failures when files are removed concurrently, adds FailFS and NULLFS support to stat and tail, and introduces new uname labeling options. It also improves performance in cut, uniq, and sort, adds a copy fallback for cp, install, and mv, and includes additional bug fixes and warnings.

### Source excerpt

GNU Coreutils 9.12 released today with a mix of fixes, some new options, and various performance improvements to these widely-used set of core system utilities...

## Brownfield Agentic Engineering

DevFeed: [Brownfield Agentic Engineering](<https://devfeed.tech/articles/brownfield-agentic-engineering-18048.md>)

Original publisher: [Read original article](<https://addyo.substack.com/p/brownfield-agentic-engineering>)

Author: Addy Osmani

Published: 2026-09-14T14:32:06Z

Content type: article

Language: en

Sources: [Elevate](<https://devfeed.tech/sources/elevate.md>)

Topics: [coding](<https://devfeed.tech/topics/coding.md>), [Testing](<https://devfeed.tech/topics/testing.md>), [systems](<https://devfeed.tech/topics/systems.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Software](<https://devfeed.tech/topics/software.md>)

Tags: [agentic](<https://devfeed.tech/tags/agentic.md>), [agents](<https://devfeed.tech/tags/agents.md>), [code](<https://devfeed.tech/tags/code.md>), [coding](<https://devfeed.tech/tags/coding.md>), [engineering](<https://devfeed.tech/tags/engineering.md>), [software](<https://devfeed.tech/tags/software.md>), [systems](<https://devfeed.tech/tags/systems.md>), [technical](<https://devfeed.tech/tags/technical.md>), [testing](<https://devfeed.tech/tags/testing.md>)

### AI overview

The article discusses agentic engineering in older brownfield codebases, where important constraints and system behavior exist outside the repository. It emphasizes making hidden constraints visible, using strong testing and verification, and introducing autonomous changes carefully to avoid brittle tests and technical debt.

### Source excerpt

What it takes to run agents in a codebase older than the team

## Why didn't ReadDirectoryChangesW provide a way to correlate the two sides of a rename operation?

DevFeed: [Why didn't ReadDirectoryChangesW provide a way to correlate the two sides of a rename operation?](<https://devfeed.tech/articles/why-didn-t-read-directory-changesw-provide-a-way-to-correlate-the-two-sides-of-a-rename-operation-21762.md>)

Original publisher: [Read original article](<https://devblogs.microsoft.com/oldnewthing/20260914-00/?p=112696>)

Author: Raymond Chen

Published: 2026-09-14T14:00:00Z

Content type: article

Language: en

Sources: [Raymond Chen](<https://devfeed.tech/sources/raymond-chen.md>)

Topics: [Filesystems](<https://devfeed.tech/topics/filesystems.md>), [systems](<https://devfeed.tech/topics/systems.md>)

Tags: [concurrent](<https://devfeed.tech/tags/concurrent.md>), [events](<https://devfeed.tech/tags/events.md>), [files](<https://devfeed.tech/tags/files.md>), [ids](<https://devfeed.tech/tags/ids.md>), [implementation](<https://devfeed.tech/tags/implementation.md>), [information](<https://devfeed.tech/tags/information.md>), [old-new-thing](<https://devfeed.tech/tags/old-new-thing.md>), [other](<https://devfeed.tech/tags/other.md>), [post](<https://devfeed.tech/tags/post.md>), [systems](<https://devfeed.tech/tags/systems.md>)

### AI overview

The article explains why ReadDirectoryChangesW did not explicitly provide a mechanism for correlating the two events generated by a file rename. It suggests that the events were expected to occur consecutively, but that assumption was never documented and could fail when concurrent renames or disk activity interleave events. File IDs provide the information needed to correlate the two sides reliably.

### Source excerpt

Perhaps it wasn't necessary, or perhaps it didn't occur to them that this a problem. The post Why didn't <CODE>ReadDirectoryChangesW</CODE> provide a way to correlate the two sides of a rename operation? appeared first on The Old New Thing.

## Temporal raises $550M at a $12.55B valuation as demand grows for reliable AI infrastructure

DevFeed: [Temporal raises $550M at a $12.55B valuation as demand grows for reliable AI infrastructure](<https://devfeed.tech/articles/temporal-raises-550m-at-a-12-55b-valuation-as-demand-grows-for-reliable-ai-infrastructure-36026.md>)

Original publisher: [Read original article](<https://temporal.io/blog/temporal-raises-usd550m-series-e-at-usd12-55b-valuation-ai>)

Author: Allanah Hughes

Published: 2026-09-14T00:00:00Z

Content type: release

Language: en

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

Topics: [AI Infrastructure](<https://devfeed.tech/topics/ai-infrastructure.md>), [reliability](<https://devfeed.tech/topics/reliability.md>), [Orchestration](<https://devfeed.tech/topics/orchestration.md>), [AI Platform](<https://devfeed.tech/topics/ai-platform.md>)

Tags: [agents](<https://devfeed.tech/tags/agents.md>), [ai](<https://devfeed.tech/tags/ai.md>), [ai-infrastructure](<https://devfeed.tech/tags/ai-infrastructure.md>), [announcements](<https://devfeed.tech/tags/announcements.md>), [funding](<https://devfeed.tech/tags/funding.md>), [infrastructure](<https://devfeed.tech/tags/infrastructure.md>), [orchestration](<https://devfeed.tech/tags/orchestration.md>), [outage](<https://devfeed.tech/tags/outage.md>), [reliability](<https://devfeed.tech/tags/reliability.md>), [series](<https://devfeed.tech/tags/series.md>), [systems](<https://devfeed.tech/tags/systems.md>)

### AI overview

Temporal announces a $550 million Series E funding round at a $12.55 billion valuation. The company says the funding will support reliable infrastructure for long-running AI agents and applications, including orchestration and recovery across systems.

### Source excerpt

AI is raising the bar for reliability. See why Temporal's $550M Series E, backed by Lightspeed and others, is built to meet that demand.

## BFS File-System Being Removed For Linux 7.4

DevFeed: [BFS File-System Being Removed For Linux 7.4](<https://devfeed.tech/articles/bfs-file-system-being-removed-for-linux-7-4-12397.md>)

Original publisher: [Read original article](<https://www.phoronix.com/news/BFS-Filesystem-To-Be-Removed>)

Author: Michael Larabel

Published: 2026-09-13T11:03:26Z

Content type: news

Language: en

Sources: [Phoronix](<https://devfeed.tech/sources/phoronix.md>)

Topics: [Filesystems](<https://devfeed.tech/topics/filesystems.md>), [Linux](<https://devfeed.tech/topics/linux.md>), [kernels](<https://devfeed.tech/topics/kernels.md>), [Unix](<https://devfeed.tech/topics/unix.md>), [boot](<https://devfeed.tech/topics/boot.md>)

Tags: [boot](<https://devfeed.tech/tags/boot.md>), [bootloader](<https://devfeed.tech/tags/bootloader.md>), [desktop-linux](<https://devfeed.tech/tags/desktop-linux.md>), [filesystem](<https://devfeed.tech/tags/filesystem.md>), [filesystems](<https://devfeed.tech/tags/filesystems.md>), [kernels](<https://devfeed.tech/tags/kernels.md>), [linux](<https://devfeed.tech/tags/linux.md>), [linux-benchmarking](<https://devfeed.tech/tags/linux-benchmarking.md>), [linux-hardware-benchmarks](<https://devfeed.tech/tags/linux-hardware-benchmarks.md>), [linux-hardware-reviews](<https://devfeed.tech/tags/linux-hardware-reviews.md>), [linux-how-to](<https://devfeed.tech/tags/linux-how-to.md>), [linux-performance](<https://devfeed.tech/tags/linux-performance.md>), [linux-server-benchmarks](<https://devfeed.tech/tags/linux-server-benchmarks.md>), [open-source-graphics](<https://devfeed.tech/tags/open-source-graphics.md>), [os](<https://devfeed.tech/tags/os.md>), [phoronix](<https://devfeed.tech/tags/phoronix.md>), [phoronix-test-suite](<https://devfeed.tech/tags/phoronix-test-suite.md>), [systems](<https://devfeed.tech/tags/systems.md>), [technical](<https://devfeed.tech/tags/technical.md>), [ubuntu-benchmarks](<https://devfeed.tech/tags/ubuntu-benchmarks.md>), [ubuntu-hardware](<https://devfeed.tech/tags/ubuntu-hardware.md>)

### AI overview

BFS, the obsolete UnixWare boot-partition filesystem, is slated for removal from the Linux kernel in version 7.4. The article cites its extremely limited functionality, lack of likely users, and broader efforts to reduce maintenance burdens from rarely used filesystems.

### Source excerpt

The latest upstream file-system to be removed from the mainline Linux kernel is... BFS...

## EROFS Disables LZ4 Rolling Decompression Due To Data Corruption Possibility

DevFeed: [EROFS Disables LZ4 Rolling Decompression Due To Data Corruption Possibility](<https://devfeed.tech/articles/erofs-disables-lz4-rolling-decompression-due-to-data-corruption-possibility-12400.md>)

Original publisher: [Read original article](<https://www.phoronix.com/news/EROFS-Disabled-LZ4-Rolling>)

Author: Michael Larabel

Published: 2026-09-13T00:33:00Z

Content type: news

Language: en

Sources: [Phoronix](<https://devfeed.tech/sources/phoronix.md>)

Topics: [Filesystems](<https://devfeed.tech/topics/filesystems.md>), [systems](<https://devfeed.tech/topics/systems.md>), [Optimization](<https://devfeed.tech/topics/optimization.md>), [Linux](<https://devfeed.tech/topics/linux.md>), [data](<https://devfeed.tech/topics/data.md>), [Containers](<https://devfeed.tech/topics/containers.md>)

Tags: [containers](<https://devfeed.tech/tags/containers.md>), [data](<https://devfeed.tech/tags/data.md>), [desktop-linux](<https://devfeed.tech/tags/desktop-linux.md>), [embedded](<https://devfeed.tech/tags/embedded.md>), [embedded-systems](<https://devfeed.tech/tags/embedded-systems.md>), [kernel](<https://devfeed.tech/tags/kernel.md>), [linux](<https://devfeed.tech/tags/linux.md>), [linux-benchmarking](<https://devfeed.tech/tags/linux-benchmarking.md>), [linux-hardware-benchmarks](<https://devfeed.tech/tags/linux-hardware-benchmarks.md>), [linux-hardware-reviews](<https://devfeed.tech/tags/linux-hardware-reviews.md>), [linux-how-to](<https://devfeed.tech/tags/linux-how-to.md>), [linux-performance](<https://devfeed.tech/tags/linux-performance.md>), [linux-server-benchmarks](<https://devfeed.tech/tags/linux-server-benchmarks.md>), [memory](<https://devfeed.tech/tags/memory.md>), [open-source-graphics](<https://devfeed.tech/tags/open-source-graphics.md>), [optimization](<https://devfeed.tech/tags/optimization.md>), [phoronix](<https://devfeed.tech/tags/phoronix.md>), [phoronix-test-suite](<https://devfeed.tech/tags/phoronix-test-suite.md>), [reduce](<https://devfeed.tech/tags/reduce.md>), [systems](<https://devfeed.tech/tags/systems.md>), [ubuntu-benchmarks](<https://devfeed.tech/tags/ubuntu-benchmarks.md>), [ubuntu-hardware](<https://devfeed.tech/tags/ubuntu-hardware.md>), [x86](<https://devfeed.tech/tags/x86.md>)

### AI overview

EROFS has temporarily disabled LZ4 rolling decompression because a rare interaction with the upstream LZ4 implementation could produce corrupted data. The change prioritizes data correctness in production but increases runtime memory usage.

### Source excerpt

The EROFS read-only file-system popular for embedded systems, containers, and other use-cases has resorted to temporarily disabling its LZ4 rolling decompression support due to data corruption concerns...

## Designing Software for Real-World Geographic and Legal Complexity

DevFeed: [Designing Software for Real-World Geographic and Legal Complexity](<https://devfeed.tech/articles/world-geography-gotchas-18934.md>)

Original publisher: [Read original article](<https://blog.frankel.ch/world-geography-gotchas/>)

Author: Nicolas Fränkel

Published: 2026-09-13T00:00:00Z

Content type: opinion

Language: en

Sources: [Nicolas Fränkel](<https://devfeed.tech/sources/nicolas-frankel.md>)

Topics: [systems](<https://devfeed.tech/topics/systems.md>), [Software](<https://devfeed.tech/topics/software.md>)

Tags: [geography](<https://devfeed.tech/tags/geography.md>), [gotchas](<https://devfeed.tech/tags/gotchas.md>), [miscellaneous](<https://devfeed.tech/tags/miscellaneous.md>), [software](<https://devfeed.tech/tags/software.md>), [switzerland](<https://devfeed.tech/tags/switzerland.md>), [systems](<https://devfeed.tech/tags/systems.md>)

### AI overview

This commentary uses enclaves such as Campione d'Italia and Büsingen am Hochrhein to show why software systems must model real-world attributes independently. Country codes do not necessarily determine currency, tax, customs, mail, phone, or law, so developers should research domain-specific exceptions before designing systems.

### Source excerpt

Years ago, a colleague of mine told me about two pockets of foreign land surrounded by Switzerland: Campione d'Italia and Büsingen am Hochrhein, respectively Italy and Germany. Both are enclaves of their respective country in Swiss territory: An enclave is a part of the territory of a state that is enclosed within the territory of another state. To distinguish the parts of a state entirely enclosed in a single other state, they are called true enclaves.

## AI Coding Tip 036 - Grant AI the Least Privilege Possible

DevFeed: [AI Coding Tip 036 - Grant AI the Least Privilege Possible](<https://devfeed.tech/articles/ai-coding-tip-036-grant-ai-the-least-privilege-possible-18226.md>)

Original publisher: [Read original article](<https://maximilianocontieri.com/ai-coding-tip-036-grant-ai-the-least-privilege-possible>)

Author: Maxi Contieri

Published: 2026-09-12T15:51:59Z

Content type: tutorial

Language: en

Sources: [Maximiliano Contieri - Software Design](<https://devfeed.tech/sources/maximiliano-contieri-software-design.md>)

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [AI Agent](<https://devfeed.tech/topics/ai-agent.md>), [Authorization](<https://devfeed.tech/topics/authorization.md>), [API](<https://devfeed.tech/topics/api.md>), [systems](<https://devfeed.tech/topics/systems.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [ai-agent](<https://devfeed.tech/tags/ai-agent.md>), [api](<https://devfeed.tech/tags/api.md>), [authorization](<https://devfeed.tech/tags/authorization.md>), [least-privilege](<https://devfeed.tech/tags/least-privilege.md>), [systems](<https://devfeed.tech/tags/systems.md>)

### AI overview

This developer tip explains why AI agents should receive only the access required for their tasks. It describes how overly broad API permissions, shared credentials, compromised context, and external models connected through MCP can turn routine automation into unauthorized actions.

### Source excerpt

Deny by default, or watch your API become someone else's playground. TL;DR: Give every AI agent only the access its task needs, and watch for the intrusion nobody granted. Common Mistake ❌ You wire

## Nvidia's Groq acquihire is on the DOJ's radar, but it's already too late

DevFeed: [Nvidia's Groq acquihire is on the DOJ's radar, but it's already too late](<https://devfeed.tech/articles/nvidia-s-groq-acquihire-is-on-the-doj-s-radar-but-it-s-already-too-late-8851.md>)

Original publisher: [Read original article](<https://www.theregister.com/systems/2026/09/12/nvidias-groq-acquihire-is-on-the-dojs-radar-but-its-already-too-late/5295986>)

Author: Tobias Mann

Published: 2026-09-12T13:26:00Z

Content type: news

Language: en

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

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

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [alternatives](<https://devfeed.tech/tags/alternatives.md>), [datacenter](<https://devfeed.tech/tags/datacenter.md>), [department-of-justice](<https://devfeed.tech/tags/department-of-justice.md>), [groq](<https://devfeed.tech/tags/groq.md>), [nvidia](<https://devfeed.tech/tags/nvidia.md>), [systems](<https://devfeed.tech/tags/systems.md>)

### AI overview

The article reports that Nvidia's $20B Groq acquihire is attracting attention from the US Department of Justice, while arguing that alternatives could replace Groq even if regulators unwind the deal.

### Source excerpt

Even if regulators did somehow unwind the $20B deal, there's a growing list of alternatives ready to take Groq's place, no merger required

## Perplexity trusts GPT-6 Astra with end-to-end systems

DevFeed: [Perplexity trusts GPT-6 Astra with end-to-end systems](<https://devfeed.tech/articles/perplexity-trusts-gpt-6-astra-with-end-to-end-systems-6606.md>)

Original publisher: [Read original article](<https://openai.com/index/perplexity-improving-accuracy-with-astra>)

Published: 2026-09-12T11:14:21.124044Z

Content type: article

Language: en

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

Topics: [AI-assisted coding](<https://devfeed.tech/topics/ai-assisted-coding.md>), [Language models](<https://devfeed.tech/topics/language-models.md>)

Tags: [api](<https://devfeed.tech/tags/api.md>), [code](<https://devfeed.tech/tags/code.md>), [gpt](<https://devfeed.tech/tags/gpt.md>), [monitor](<https://devfeed.tech/tags/monitor.md>), [production](<https://devfeed.tech/tags/production.md>), [search](<https://devfeed.tech/tags/search.md>), [systems](<https://devfeed.tech/tags/systems.md>), [testing](<https://devfeed.tech/tags/testing.md>), [workflow](<https://devfeed.tech/tags/workflow.md>)

### AI overview

Perplexity describes using GPT-6 Astra to write code and communications, modify and monitor production software, and create end-to-end tests with simulated service responses.

### Source excerpt

Perplexity uses Astra to write communications, change software, and monitor production systems, and checks in much less frequently than with earlier models.

## Worth Reading 091126

DevFeed: [Worth Reading 091126](<https://devfeed.tech/articles/worth-reading-091126-10910.md>)

Original publisher: [Read original article](<https://rule11.tech/worth-reading-091126/>)

Author: Russ

Published: 2026-09-11T15:39:48Z

Content type: article

Language: en

Sources: [rule 11 reader](<https://devfeed.tech/sources/rule-11-reader.md>)

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [data](<https://devfeed.tech/topics/data.md>), [Internet](<https://devfeed.tech/topics/internet.md>), [Programming](<https://devfeed.tech/topics/programming.md>), [Software](<https://devfeed.tech/topics/software.md>), [systems](<https://devfeed.tech/topics/systems.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [articles](<https://devfeed.tech/tags/articles.md>), [data](<https://devfeed.tech/tags/data.md>), [errors](<https://devfeed.tech/tags/errors.md>), [internet](<https://devfeed.tech/tags/internet.md>), [junior](<https://devfeed.tech/tags/junior.md>), [learning](<https://devfeed.tech/tags/learning.md>), [programming](<https://devfeed.tech/tags/programming.md>), [rpki](<https://devfeed.tech/tags/rpki.md>), [software](<https://devfeed.tech/tags/software.md>), [systems](<https://devfeed.tech/tags/systems.md>), [worth-reading](<https://devfeed.tech/tags/worth-reading.md>)

### AI overview

A reading roundup connecting the AI bubble, Internet Route Registry and RPKI safety, silent data corruptions, and the effects of AI-assisted programming on junior developers and software engineering.

### Source excerpt

Recognizing that AI is a bubble requires one to apply the right test to the right companies and that requires one to understand the fundamental nature of the bubble in question. Based on the insights from those articles, we now shift attention to which parts of the Internet Route Registry (IRR) landscape can - or cannot - be replaced safely with information from the Resource Public Key Infrastructure (RPKI) system. While many faults manifest as crashes or exceptions, others are far more subtle to identify. Silent data corruptions (SDCs), also known as silent data errors or silent errors, are violations of data integrity that occur without immediate, observable, and explicit indications. Aligning intended learning outcomes, assessments, and teaching practices with the realities of AI-assisted programming. AI is transforming the role of the junior developer. But as routine tasks become increasingly automated, how will the next generation of software engineers master the craft of maintaining complex systems?

## Higher prices can't crimp server sales as AI drives demand

DevFeed: [Higher prices can't crimp server sales as AI drives demand](<https://devfeed.tech/articles/higher-prices-can-t-crimp-server-sales-as-ai-drives-demand-8574.md>)

Original publisher: [Read original article](<https://www.theregister.com/systems/2026/09/11/higher-prices-cant-crimp-server-sales-as-ai-drives-demand/5295827>)

Author: Dan Robinson

Published: 2026-09-11T14:27:00Z

Content type: news

Language: en

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

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

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [ai-and-ml](<https://devfeed.tech/tags/ai-and-ml.md>), [enterprise](<https://devfeed.tech/tags/enterprise.md>), [government](<https://devfeed.tech/tags/government.md>), [idc](<https://devfeed.tech/tags/idc.md>), [pc](<https://devfeed.tech/tags/pc.md>), [sales](<https://devfeed.tech/tags/sales.md>), [server](<https://devfeed.tech/tags/server.md>), [systems](<https://devfeed.tech/tags/systems.md>)

### AI overview

Server shipments are rising as AI demand drives spending by hyperscalers, enterprises, and government buyers.

### Source excerpt

Shipments rise with enterprise and government buyers joining the hyperscaler spending spree

## Renesas RZ/G3L & RZ/G3SE - Ultra-low-power Cortex-A55 MPUs for industrial HMI and IoT applications

DevFeed: [Renesas RZ/G3L & RZ/G3SE - Ultra-low-power Cortex-A55 MPUs for industrial HMI and IoT applications](<https://devfeed.tech/articles/renesas-rz-g3l-rz-g3se-ultra-low-power-cortex-a55-mpus-for-industrial-hmi-and-iot-applications-14040.md>)

Original publisher: [Read original article](<https://www.cnx-software.com/2026/09/11/renesas-rz-g3l-rz-g3se-ultra-low-power-cortex-a55-mpus-for-industrial-hmi-and-iot-applications/>)

Author: Debashis Das

Published: 2026-09-11T13:41:08Z

Content type: news

Language: en

Sources: [CNX Software - Embedded Systems News](<https://devfeed.tech/sources/cnx-software-embedded-systems-news.md>)

Topics: [Embedded Systems](<https://devfeed.tech/topics/embedded-systems.md>), [Hardware](<https://devfeed.tech/topics/hardware.md>), [Arm](<https://devfeed.tech/topics/arm.md>), [cpu](<https://devfeed.tech/topics/cpu.md>), [Internet of things](<https://devfeed.tech/topics/iot.md>)

Tags: [arm](<https://devfeed.tech/tags/arm.md>), [cortex-a55](<https://devfeed.tech/tags/cortex-a55.md>), [cpu](<https://devfeed.tech/tags/cpu.md>), [development-board](<https://devfeed.tech/tags/development-board.md>), [devices](<https://devfeed.tech/tags/devices.md>), [display](<https://devfeed.tech/tags/display.md>), [embedded-systems](<https://devfeed.tech/tags/embedded-systems.md>), [gateway](<https://devfeed.tech/tags/gateway.md>), [h-264](<https://devfeed.tech/tags/h-264.md>), [hardware](<https://devfeed.tech/tags/hardware.md>), [hmi](<https://devfeed.tech/tags/hmi.md>), [industrial](<https://devfeed.tech/tags/industrial.md>), [iot](<https://devfeed.tech/tags/iot.md>), [linux](<https://devfeed.tech/tags/linux.md>), [low-power](<https://devfeed.tech/tags/low-power.md>), [medical-devices](<https://devfeed.tech/tags/medical-devices.md>), [real-time](<https://devfeed.tech/tags/real-time.md>), [renesas](<https://devfeed.tech/tags/renesas.md>), [renesas-mcu](<https://devfeed.tech/tags/renesas-mcu.md>), [smarc](<https://devfeed.tech/tags/smarc.md>), [systems](<https://devfeed.tech/tags/systems.md>), [zephyr](<https://devfeed.tech/tags/zephyr.md>), [zephyr-os](<https://devfeed.tech/tags/zephyr-os.md>)

### AI overview

Renesas introduced the RZ/G3L and RZ/G3SE, two 64-bit MPUs for HMI and IoT edge systems. Both use Arm Cortex-A55 application cores and an Arm Cortex-M33 real-time coprocessor. The RZ/G3L adds a Mali-G31 GPU and H.264 codec for richer HMI applications, while the RZ/G3SE targets IoT devices with basic display needs. Both support low-power standby operation.

### Source excerpt

Renesas has expanded its RZ/G Series with the RZ/G3L and RZ/G3SE, two new 64-bit MPUs for HMI and IoT edge systems. Both devices integrate up to four Arm Cortex-A55 application cores clocked at up to 1.2 GHz and a 200 MHz Arm Cortex-M33 real-time coprocessor. The two chips are pin-to-pin compatible but target different applications. The RZ/G3L integrates an Arm Mali-G31 3D GPU and H.264 video codec for HMI applications like retail terminals and medical devices. The RZ/G3SE removes the GPU and video codec and is designed for IoT devices with basic display requirements, including EV chargers and industrial gateway devices. Both can reduce standby power consumption to around 1 mW and resume operation quickly from deep standby, which is useful for devices that need to remain connected while consuming very little power. Renesas RZ/G3L and RZ/G3SE specifications: MPU core CPU Quad-core or Dual-core Arm Cortex-A55 @ up to 1.2 [...] The post Renesas RZ/G3L & RZ/G3SE - Ultra-low-power Cortex-A55 MPUs for industrial HMI and IoT applications appeared first on CNX Software - Embedded Systems News.

## Britain's technology brief is now everyone's job and nobody's responsibility

DevFeed: [Britain's technology brief is now everyone's job and nobody's responsibility](<https://devfeed.tech/articles/britain-s-technology-brief-is-now-everyone-s-job-and-nobody-s-responsibility-8557.md>)

Original publisher: [Read original article](<https://www.theregister.com/public-sector/2026/09/11/britains-technology-brief-is-now-everyones-job-and-nobodys-responsibility/5295849>)

Author: Lindsay Clark

Published: 2026-09-11T13:12:00Z

Content type: news

Language: en

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

Topics: [Machine learning](<https://devfeed.tech/topics/machine-learning.md>), [Architecture & Design](<https://devfeed.tech/topics/architecture-design.md>), [Security & Privacy](<https://devfeed.tech/topics/security-privacy.md>), [Vibe coding](<https://devfeed.tech/topics/vibe-coding.md>), [NVLink](<https://devfeed.tech/topics/nvlink.md>), [Aeternum](<https://devfeed.tech/topics/aeternum.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [cybersecurity](<https://devfeed.tech/tags/cybersecurity.md>), [government](<https://devfeed.tech/tags/government.md>), [government-of-the-united-kingdom](<https://devfeed.tech/tags/government-of-the-united-kingdom.md>), [open-source](<https://devfeed.tech/tags/open-source.md>), [opinion](<https://devfeed.tech/tags/opinion.md>), [public-sector](<https://devfeed.tech/tags/public-sector.md>), [science](<https://devfeed.tech/tags/science.md>), [space](<https://devfeed.tech/tags/space.md>), [spacex](<https://devfeed.tech/tags/spacex.md>), [systems](<https://devfeed.tech/tags/systems.md>), [technology](<https://devfeed.tech/tags/technology.md>), [whitehall](<https://devfeed.tech/tags/whitehall.md>)

### AI overview

This technology news roundup examines how Britain's science, AI, and digital-government responsibilities are spread across competing ministerial portfolios. It also covers security incidents, AI companies, semiconductor infrastructure, open-source software, operating systems, and developer tools.

### Source excerpt

Whitehall has scattered science, AI, and digital government across a thicket of competing ministerial portfolios

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