Tech Blog - DevRadar

Emmanuele Bassi kicked off a project to improve GNOME's technical governance with a presentation about his ideas (video) at GUADEC 2025. His nudging has led the project to, slowly, work on creating more formal structures for technical governance. It is adopting a teams structure and looking toward c

LWN.net 2026-09-02

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Industry

Incus 7.4 released

Version 7.4 of the Incus container and virtual-machine management system has been released. Notable changes in this release include UEFI Secure Boot key management, "near-live" migration of containers between Incus instances, as well as burst I/O limits for disk and network devices.

LWN.net 2026-09-02

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AI & ML

CABiNet (ICRA 2021) vs YOLO26-sem on UAVid: accuracy, compute, and GPU latency [P]

Disclosure up front: I'm the original first author of CABiNet (ICRA 2021), so I'm not a neutral party. Everything below is reproducible from the repo. Background CABiNet is a dual-branch CNN for real-time semantic segmentation: a high-res spatial branch, a lightweight context branch (global aggregat

Reddit r/MachineLearning 2026-09-02

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Open Source

Detailed explanation of how to create a text-to-image model from scratch. [R]

Jasper Research just released a cookbook on how to build a text-to-image model from scratch. It shares the full reasoning and intermediate results, making it ideal if you want to deep-dive into text-to-image models, or if you are curious about how frontier labs build them. The cookbook also includes

Reddit r/MachineLearning 2026-09-02

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DevOps

TeamCity 2026.2: Pipelines General Availability, BYOK for AI Assistant, and More

This major update for TeamCity On-Premises introduces a number of pipeline improvements that are now moving out of EAP and joining build configurations as official, stable options for designing CI/CD workflows. We are also shipping a number of AI-related features, including an MCP toolset extension

JetBrains Blog 2026-09-02

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Backend

The MPS 2026.2 Early Access Program Has Started

MPS 2026.2 EAP1 offers several improvements to test reporting, enhances grouping of found items, and brings a smoother editing experience and a more maintainable foundation for launching MPS and MPS-based products. This release makes multi-node selection more predictable and aligns the MPS startup c

JetBrains Blog 2026-09-02

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General

Tado’s new thermostat is designed as a Nest killer

When Google ignominiously exited the European thermostat market last year, it pointed its customers to Tado. This week, the German-based smart home company is launching its Smart Thermostat X (2nd gen), and aiming to attract European Nest users who haven't already jumped ship. Google shutting down t

The Verge (Tech) 2026-09-02

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AI & ML

Stop Guessing at Hard Faults

CLion’s new AI skill lets agents find the root cause without manual digging. Embedded debugging takes a lot of manual work. You’re flashing real hardware, juggling debug probes or DAP adapters, and when something goes wrong at a lower level (a hard fault), the processor doesn’t tell you why, only th

JetBrains Blog 2026-09-02

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Open Source

automemlimit v1.0.0: automatically set GOMEMLIMIT from cgroup limits

Hi gophers! I recently released v1.0.0 of automemlimit, a small library I started about four years ago (and thankfully, a few open-source projects are using it). It sets GOMEMLIMIT based on the cgroup memory limit, similar to what automaxprocs does for GOMAXPROCS. Hope some of you find it useful! h

Reddit r/golang 2026-09-02

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General

Eight stable kernels for Wednesday

Greg Kroah-Hartman has announced the 7.2.3, 7.1.13, 6.18.49, 6.12.108, 6.6.156, 6.1.187, 5.15.220, and 5.10.269 stable kernels. Each contains a number of important fixes throughout the tree. Users are advised to upgrade. Note that 7.1.13 is the last of the 7.1 updates

LWN.net 2026-09-02

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Backend

Security updates for Wednesday

Security updates have been issued by AlmaLinux (dbus-broker, freerdp, gegl, gegl04, gimp, gimp:2.8, glib2, grafana, gzip, iperf3, libssh, nodejs22, nodejs24, nodejs:22, nodejs:24, php:7.4, php:8.2, pipewire, ruby:3.3, ruby:4.0, tar, wget, and xmlrpc-c), Debian (cyrus-imapd, keystone, and lemonldap-n

LWN.net 2026-09-02

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DevOps

Building Reproducible AI Evaluation Workflows with Docker Sandboxes

Learn how Docker Sandboxes can make AI evaluation workflows more reproducible with consistent execution, structured artifacts, and runtime evidence.

Docker Blog 2026-09-02