# weekly Published articles for weekly. This is one page of public article previews, not the complete archive. Follow Next page to continue. Summaries are not the original full articles. ## Intel NPU Linux Driver Adding Command-Queue Priority ioctl For Linux 7.4 DevFeed: [Intel NPU Linux Driver Adding Command-Queue Priority ioctl For Linux 7.4]() Original publisher: [Read original article]() Author: Michael Larabel Published: 2026-09-17T10:25:13Z Content type: news Language: en Sources: [Phoronix]() Topics: [Linux](), [intel]() Tags: [desktop-linux](), [intel](), [linux](), [linux-benchmarking](), [linux-hardware-benchmarks](), [linux-hardware-reviews](), [linux-how-to](), [linux-performance](), [linux-server-benchmarks](), [open-source-graphics](), [phoronix](), [phoronix-test-suite](), [priority](), [pull-request](), [queue](), [ubuntu-benchmarks](), [ubuntu-hardware](), [weekly]() ### AI overview The Intel NPU Linux driver is adding a command-queue priority ioctl for Linux 7.4. The DRM_IVPU_PARAM_CMDQ_PRIORITY interface allows querying and dynamically updating the scheduling priority of existing NPU command queues, including queues with pending jobs. ### Source excerpt Sent out today was the latest weekly drm-misc-next pull request of new Direct Rendering Manager (DRM) material ready for the upcoming Linux 7.4 merge window... ## Data Engineering Weekly #286 DevFeed: [Data Engineering Weekly #286]() Original publisher: [Read original article]() Author: Ananth Packkildurai Published: 2026-09-07T00:18:06Z Content type: article Language: en Sources: [Data Engineering Weekly]() Topics: [data-engineering](), [AI, ML & Data Engineering](), [agent observability](), [Large Language Model](), [data-modeling](), [Monitoring](), [Scalability](), [semantic-layer](), [parquet]() Tags: [ai](), [ai-agents](), [data-engineering](), [data-modeling](), [llm](), [monitoring](), [newsletter](), [observability](), [parquet](), [scalability](), [semantic-layer](), [weekly]() ### AI overview Data Engineering Weekly #286 is a curated newsletter covering data platform fundamentals, mathematics for machine learning, agentic machine learning at Instacart, Netflix's lifecycle for LLM-as-a-Judge systems, semantic layers and data modeling for AI analytics, and Apache Pinot scalability. ### Source excerpt The Weekly Data Engineering Newsletter ## Weekly Update 519: Breaches & Data Integrity DevFeed: [Weekly Update 519: Breaches & Data Integrity]() Original publisher: [Read original article]() Author: Troy Hunt Published: 2026-09-01T22:26:38Z Content type: article Language: en Sources: [Troy Hunt]() Topics: [infosec](), [data](), [integrity](), [Internet of things](), [Ubiquiti](), [3D]() Tags: [data](), [infosec](), [integrity](), [iot](), [ubiquiti](), [update](), [weekly](), [weekly-update]() ### AI overview A weekly update covering talks on 3D printing and information security, ongoing reports of hackers dumping data, IoT door-lock work, and mapping Ubiquiti cameras, access points, and door hubs. ### Source excerpt It does feel like I've bitten off too much and am now chewing like crazy this week. The 3D printing talk with Elle in Oslo, the "normal" NDC infosec talk, the cyber-broken talk with Scott in Copenhagen and then those ratbag hackers keep dumping more ## Data Engineering Weekly #285 DevFeed: [Data Engineering Weekly #285]() Original publisher: [Read original article]() Author: Ananth Packkildurai Published: 2026-08-31T02:51:19Z Content type: article Language: en Sources: [Data Engineering Weekly]() Topics: [data-engineering](), [AI, ML & Data Engineering](), [Data Quality](), [observability](), [Artificial Intelligence]() Tags: [agentic-ai](), [automated](), [data-engineering](), [newsletter](), [observability](), [privacy](), [python](), [quality](), [recovery](), [weekly]() ### AI overview Data Engineering Weekly #285 covers building data platforms, AI chip architectures, preparing data for agentic AI, post-AI data stacks, data modernization, automated data contract breach handling, and privacy-preserving measurement tools. ### Source excerpt The Weekly Data Engineering Newsletter ## Weekly Update 516: Live From Vietnam DevFeed: [Weekly Update 516: Live From Vietnam]() Original publisher: [Read original article]() Author: Troy Hunt Published: 2026-08-12T08:16:15Z Content type: opinion Language: en Sources: [Troy Hunt]() Topics: [Incident response](), [incident](), [Vishing](), [OAuth]() Tags: [live](), [update](), [weekly](), [weekly-update](), [youtube]() ### AI overview A weekly commentary recorded from Vietnam discusses the Brinks Home FAQ and criticizes its handling of basic incident-response questions. It also outlines a generic pattern involving vishing, OAuth, extortion, data publication, litigation, and customer notification. ### Source excerpt A little wind noise, a little connectivity flakiness, and a little lip-sync issues from YouTube, but look at that view! 🤩 Back to business, it's the Brinks Home FAQ I found most interesting this week. I mean, how do you write your own FAQ then fail to ## 11 Context-Engineering Tips for Using Coding Agents Efficiently DevFeed: [11 Context-Engineering Tips for Using Coding Agents Efficiently]() Original publisher: [Read original article]() Author: Paul Iusztin Published: 2026-08-04T11:04:10Z Content type: tutorial Language: en Sources: [Decoding ML]() Topics: [AI-assisted coding](), [Large Language Model](), [Documentation](), [anthropic](), [codex](), [Obsidian]() Tags: [2026](), [anthropic](), [codex](), [coding-agents](), [context-engineering](), [docs](), [tokens](), [weekly]() ### AI overview The author shares 11 context- and harness-engineering techniques for using coding agents while controlling token use. The advice includes progressive disclosure, detailed planning with cheaper models handling execution, LLM wikis for project context, and subagents that return summaries. ### Source excerpt Context engineering techniques to avoid wasting tokens on what doesn't matter ## Data Engineering Weekly #281 DevFeed: [Data Engineering Weekly #281]() Original publisher: [Read original article]() Author: Ananth Packkildurai Published: 2026-08-03T12:34:40Z Content type: article Language: en Sources: [Data Engineering Weekly]() Topics: [data-engineering](), [AI, ML & Data Engineering](), [Loop Engineering](), [Artificial Intelligence](), [Large Language Model](), [post-training]() Tags: [agent-harness](), [ai](), [data-engineering](), [feature-engineering](), [genai](), [netflix](), [newsletter](), [post-training](), [weekly]() ### AI overview Data Engineering Weekly #281 covers building data platforms, emerging approaches to AI workflow architecture, data modernization, Netflix's GenRec recommendation system, AI infrastructure modernization, and evaluation practices for generative AI at scale. ### Source excerpt The Weekly Data Engineering Newsletter ## Bugs, feature requests, career stories, and weekly readings 💡 DevFeed: [Bugs, feature requests, career stories, and weekly readings 💡]() Original publisher: [Read original article]() Author: Luca Rossi Published: 2026-08-03T07:01:44Z Content type: article Language: en Sources: [Refactoring]() Topics: [GitHub Issues](), [GitHub](), [Open Source](), [Artificial Intelligence]() Tags: [ai](), [bugs](), [career-stories](), [feature](), [github](), [github-issues](), [open-source](), [weekly]() ### AI overview This Monday Ideas newsletter discusses separating bugs from feature requests in product feedback workflows. It recommends routing submissions to the appropriate channels, deduplicating entries, and using intake workflows to turn valid work into tasks. It also includes career interview advice and a sponsored section about AI productivity and context. ### Source excerpt Monday Ideas -- Edition #219 ## Good relationships, automation, and weekly readings 💡 DevFeed: [Good relationships, automation, and weekly readings 💡]() Original publisher: [Read original article]() Author: Luca Rossi Published: 2026-07-27T07:00:37Z Content type: article Language: en Sources: [Refactoring]() Topics: [Automation](), [Artificial Intelligence]() Tags: [ai](), [ai-impact](), [automation](), [relationships](), [report](), [weekly]() ### AI overview This edition of Monday Ideas discusses AI spending outpacing returns, recommends building professional relationships before an immediate need arises, and argues that teams should automate repetitive copy-and-paste work while preserving human judgment. ### Source excerpt Monday Ideas -- Edition #218 ## Weekly Update 514: This Week in Data Breaches DevFeed: [Weekly Update 514: This Week in Data Breaches]() Original publisher: [Read original article]() Author: Troy Hunt Published: 2026-07-26T09:14:51Z Content type: news Language: en Sources: [Troy Hunt]() Topics: [data]() Tags: [breach](), [data-breaches](), [news](), [weekly](), [weekly-update]() ### AI overview This weekly update discusses the Origin Energy data breach, including conflicting statements about payment-card safety, the hacker's attempted report, and an agreement between the parties. It notes that data deletion cannot be guaranteed and that the data may still leak. ### Source excerpt The Origin Energy breach down here in Aus is all over the news this week, and as with many breaches, it's multi-faceted. You've got them leading with "don't worry, your credit card is fine", the hacker leading with "they didn& ## exploits.club Weekly(ish) Newsletter 93 - Old QEMU Bugs, Android Auto Bluetooth PoCs, BeeStation P20, and More DevFeed: [exploits.club Weekly(ish) Newsletter 93 - Old QEMU Bugs, Android Auto Bluetooth PoCs, BeeStation P20, and More]() Original publisher: [Read original article]() Author: exploits.club Published: 2025-12-11T16:24:59Z Content type: article Language: en Sources: [exploits.club]() Topics: [qemu](), [Exploit](), [vulnerability](), [Synology](), [Hardware](), [HTTP](), [container]() Tags: [bugs](), [exploit](), [exploits](), [firmware](), [hardware](), [newsletter](), [qemu](), [synology](), [vault](), [vulnerability](), [weekly]() ### AI overview This issue of the exploits.club Weekly(ish) Newsletter rounds up security write-ups and resources, including a QEMU privilege-level bug that can enable arbitrary writes, a Synology BeeStation exploit involving a stack-based buffer overflow, and research into the Cypherock X1 Vault hardware wallet. The supplied text ends before the final item is complete. ### Source excerpt Welcome back to your favorite "mostly weekly but sometimes whenever we feel like it" newsletter. Annnnnnyways 👇 In Case You Missed It... HEXACON Videos Are OUT Advent Of Pwn - PwnCollege's Advent Of Pwn ends today. If you haven't already given it a go, make ## How to lead a project DevFeed: [How to lead a project]() Original publisher: [Read original article]() Author: hi@swizec.com (Swizec Teller) Published: 2025-11-19T00:00:00Z Content type: tutorial Language: en Sources: [Swizec Teller]() Topics: [task management](), [To-Do]() Tags: [how-to](), [practical](), [progress](), [project](), [real-time](), [review](), [scope](), [task-management](), [team](), [weekly]() ### AI overview A practical guide to leading a project by defining its outcome, target date, and scope; organizing work in a task management system; meeting weekly with stakeholders; and shipping work in small, reviewable increments. ### Source excerpt you were asked to lead or own a project. Now what? Here are a few practical steps to help you succeed. ## exploits.club Weekly Newsletter 86 - KSMBD 0Clicks, Apple Ends Memory Corruption, Mini-Kernels in Zig, And More DevFeed: [exploits.club Weekly Newsletter 86 - KSMBD 0Clicks, Apple Ends Memory Corruption, Mini-Kernels in Zig, And More]() Original publisher: [Read original article]() Author: exploits.club Published: 2025-09-18T15:00:23Z Content type: article Language: en Sources: [exploits.club]() Topics: [Hacking](), [Exploit](), [Linux Kernel](), [Security]() Tags: [apple](), [exploits](), [kernels](), [memory](), [newsletter](), [weekly]() ### AI overview A weekly newsletter covering OrangeCon videos, an open DistrictCon CFP, a Linux kernel ksmbd exploit write-up, DEF CON car-hacking challenges, and Apple's Memory Integrity Enforcement research. ### Source excerpt Write a weekly newsletter, they said. It will be fun, they said....Annnnnnyway 👇 In Case You Missed It... OrangeCon 2025 Videos Online - Hours of new content...go check it out! DistrictCon CFP Still Open - Get em in by the end of the month! Resources And Write-Ups From This ## exploits.club Weekly Newsletter 82 - Synology Decryption, AI Thought Traces, FortiWeb Auth bypasses, And More DevFeed: [exploits.club Weekly Newsletter 82 - Synology Decryption, AI Thought Traces, FortiWeb Auth bypasses, And More]() Original publisher: [Read original article]() Author: exploits.club Published: 2025-08-14T15:00:35Z Content type: news Language: en Sources: [exploits.club]() Topics: [Synology](), [Artificial Intelligence](), [Encryption](), [Hacking](), [Traces](), [SQLite](), [nginx]() Tags: [ai](), [blog](), [bug](), [hacking](), [newsletter](), [nginx](), [release](), [sqlite](), [synology](), [traces](), [weekly]() ### AI overview The 82nd exploits.club weekly newsletter rounds up security research and developer resources, including Synology encrypted archive decryption, AI agent thought traces from vulnerability assessments, Black Hat slides, a radare2 release, and other security research. ### Source excerpt We hope everyone enjoyed drinking and partying as a business expense Hacker Summer Camp. Annnnnyways 👇 In Case You Missed It... Black Hat Slides Out! - Most of the links now have the associated slides for you to checkout. radare2 6.0.2 Release - Bug fixes and new features Resources And ## exploits.club Weekly Newsletter 81 - Safari Spills, SonicWall Overflows, Pixel 8 KGDB, and More DevFeed: [exploits.club Weekly Newsletter 81 - Safari Spills, SonicWall Overflows, Pixel 8 KGDB, and More]() Original publisher: [Read original article]() Author: exploits.club Published: 2025-08-07T15:00:14Z Content type: news Language: en Sources: [exploits.club]() Topics: [vulnerability](), [browsers](), [Compiler](), [heap overflow](), [XSS](), [HTTP](), [Android](), [Kernel](), [debugging](), [Hardware]() Tags: [browsers](), [compiler](), [cve](), [debug](), [debugging](), [hardware](), [heap-overflow](), [kernel](), [newsletter](), [weekly]() ### AI overview The 81st exploits.club weekly newsletter rounds up security research and developer-oriented write-ups covering a Safari vulnerability, SonicWall SMA100 stack and heap overflows plus reflected XSS, and kernel debugging over a serial connection on a Pixel 8. It also mentions Project Zero disclosure guidelines, Pwn2Own Ireland, Phrack print copies, and an Interrupt Labs release. ### Source excerpt Your friendly neighborhood editor will BE at HACKER SUMMER CAMP! Just look out for a beard, black t-shirt, and backpack...you won't miss me. Annnnnnnyways 👇 In Case You Missed It... Print Copies Of Phrack - Snag yours if you'll be at one of the events! ## Ethereum Protocol Fellowship Cohort 5 Recap DevFeed: [Ethereum Protocol Fellowship Cohort 5 Recap]() Original publisher: [Read original article]() Author: Josh Davis; Mario Havel Published: 2025-04-10T00:00:00Z Content type: article Language: en Sources: [Ethereum Foundation Blog]() Topics: [Ethereum](), [Protocol (disambiguation)](), [Learning]() Tags: [2025](), [devcon](), [ecosystem](), [ethereum](), [event](), [learn](), [onboarding](), [projects](), [protocol](), [recap](), [research](), [research-development](), [updates](), [weekly]() ### AI overview This recap describes the completion of the Ethereum Protocol Fellowship's fifth cohort and its second Protocol Study Group. EPF5 lasted five months, included 30 active fellows, and produced contributions to 30 projects, with applications for EPF6 expected to be announced later. ### Source excerpt TL;DR: The EPF successfully concluded the fifth cohort, Study Group 2025 and is preparing for cohort six (EPF6). Applications will be announced soon, keep an eye on the EF blog! In the meantime, get ready by enhancing your Ethereum protocol knowledge at EPF.wiki and sign up for the newsletter to... ## Nix Weekly Recap: 2024-07-07 DevFeed: [Nix Weekly Recap: 2024-07-07]() Original publisher: [Read original article]() Published: 2024-07-07T00:00:00Z Content type: news Language: en Sources: [nixpkgs.news]() Topics: [Nix](), [OpenSSH](), [vulnerability](), [Development](), [Command-line interface](), [FIRST](), [Shell](), [Bash](), [GitHub]() Tags: [github](), [modular](), [module](), [news](), [openssh](), [recap](), [report](), [security](), [security-advisory](), [weekly]() ### AI overview This weekly Nix ecosystem recap announces that nixpkgs.news will stop issuing new releases and focus primarily on news about Lix and Aux. It also covers an OpenSSH CVE-2024-6387 security advisory, the modular make-shell project, the faster nix-search utility, and updates to Nixpkgs governance. ### Source excerpt Critical SSH vulnerability, improved DX for dev shells, faster search, and Nix Constitutional Assembly updates. ## Nix Weekly Recap: 2024-06-30 DevFeed: [Nix Weekly Recap: 2024-06-30]() Original publisher: [Read original article]() Published: 2024-06-30T00:00:00Z Content type: news Language: en Sources: [nixpkgs.news]() Topics: [Nix](), [Security](), [GitHub Actions](), [Self-hosted](), [Proxmox](), [backups](), [Homelab](), [virtualization](), [Xonsh](), [Xontrib](), [Python](), [Shell]() Tags: [backups](), [c-plus-plus](), [github-actions](), [hosting](), [plantuml](), [posix](), [proxmox](), [pull-request](), [python](), [recap](), [security](), [self-hosted](), [self-hosting](), [shell](), [weekly]() ### AI overview The June 30, 2024 Nix weekly recap covers an important Nix security fix, a project for self-hosted GitHub Actions runners, RFC 0146 on package metadata categories, Xonsh xontribs, Proxmox-NixOS general availability, declarative backups using Clan, security fixes, and newly added packages. ### Source excerpt An important Nix security fix, self-hosted GitHub runners with Nix, Proxmox-NixOS, and more! ## Nix Weekly Recap: 2024-06-16 DevFeed: [Nix Weekly Recap: 2024-06-16]() Original publisher: [Read original article]() Published: 2024-06-16T00:00:00Z Content type: news Language: en Sources: [nixpkgs.news]() Topics: [Nix](), [Chromium](), [bug](), [Caching](), [ci](), [GitHub]() Tags: [bug-fixes](), [caching](), [chromium](), [ci](), [github](), [packages](), [recap](), [security](), [weekly]() ### AI overview This weekly Nix recap covers progress on the Nix Constitutional Assembly, including its target completion date, public GitHub repository, office hours, and interviews. It also announces mk-cache-key.nix for improving CI caching, summarizes security fixes, and lists new packages. ### Source excerpt Nix Constitutional Assembly completion date, Chromium bug fixes, and a few new packages. ## Nix Weekly Recap: 2024-06-09 DevFeed: [Nix Weekly Recap: 2024-06-09]() Original publisher: [Read original article]() Published: 2024-06-09T00:00:00Z Content type: news Language: en Sources: [nixpkgs.news]() Topics: [Nix](), [releases](), [Package manager]() Tags: [community](), [news](), [packages](), [recap](), [regular](), [tools](), [weekly]() ### AI overview The June 9, 2024 Nix weekly recap covers a retrospective meeting for the NixOS 24.05 release, a call for social media support on the Marketing team, Brioche package manager news, security fixes, and new packages added to Nixpkgs. ### Source excerpt NixOS 24.05 retrospective, marketing team call for social media support, and the introduction of Brioche. ## Nix Weekly Recap: 2024-06-02 DevFeed: [Nix Weekly Recap: 2024-06-02]() Original publisher: [Read original article]() Published: 2024-06-02T00:00:00Z Content type: article Language: en Sources: [nixpkgs.news]() Topics: [Nix](), [releases](), [Linux](), [Linux Kernel](), [AppImage](), [Perl]() Tags: [linux](), [linux-kernel](), [recap](), [release](), [release-notes](), [weekly]() ### AI overview A weekly recap covering the NixOS 24.05 release, selected highlights and breaking changes, Snowfall Lib v3 migration, and a call for gradle2nix v2 testers. ### Source excerpt The NixOS 24.05 release, Snowfall Lib v3, and a call for gradle2nix v2 testers. ## Nix Weekly Recap: 2024-05-26 DevFeed: [Nix Weekly Recap: 2024-05-26]() Original publisher: [Read original article]() Published: 2024-05-26T00:00:00Z Content type: article Language: en Sources: [nixpkgs.news]() Topics: [Nix](), [Elixir](), [JSON Schema](), [Neovim](), [modules]() Tags: [elixir](), [modules](), [recap](), [updates](), [weekly]() ### AI overview A weekly recap covering the final steps toward the NixOS 24.05 release, a Constitutional Assembly Q&A, the deps_nix Elixir builder, Neovim flake changes, and a tool for extracting JSON Schema definitions from NixOS modules. ### Source excerpt Closing in on NixOS 24.05, Constitutional Assembly Q&A, an improved Elixir builder, Neovim flake updates, and JSON Schemas for NixOS modules. ## Air Around AI (a3) Weekly Newsletter #3 DevFeed: [Air Around AI (a3) Weekly Newsletter #3]() Original publisher: [Read original article]() Author: Pradeep Kumar Published: 2024-05-20T17:17:18Z Content type: article Language: en Sources: [Air Around AI]() Topics: [Artificial Intelligence](), [OpenAI](), [Google](), [llama](), [Llama 3 model](), [Fine-tuning](), [Humanoid Robots](), [Robotics](), [Unitree](), [Android](), [Optimization]() Tags: [ai](), [android](), [chatgpt](), [fine-tuning](), [google](), [humanoid-robots](), [llama](), [newsletter](), [openai](), [optimization](), [robotics](), [unitree](), [weekly]() ### AI overview This third issue of Air Around AI is a weekly newsletter covering Google Gemini developments, GPT-4o, Sophia the Robot, LLaMA 3 fine-tuning, AI features coming to Android, a Unitree G1 comparison, and a ChatGPT tic-tac-toe prompt. ### Source excerpt issue contains humanoid robots, battle between Google & OpenAI, playing tic tac toe with chatGPT and optimising LLaMA 3 ## Nix Weekly Recap: 2024-05-19 DevFeed: [Nix Weekly Recap: 2024-05-19]() Original publisher: [Read original article]() Published: 2024-05-19T00:00:00Z Content type: article Language: en Sources: [nixpkgs.news]() Topics: [Nix](), [builds](), [Caching](), [Compression](), [interoperability](), [maintenance](), [consistency]() Tags: [based](), [caching](), [community](), [compression](), [contributors](), [governance](), [interoperability](), [maintenance](), [recap](), [weekly]() ### AI overview A weekly recap of Nix community activity covers efforts to eliminate package build failures ahead of NixOS 24.05, a proposed governance assembly, volunteer curation of official Nix projects, and Styx, an alternate binary substitution mechanism using chunking, differential compression, on-demand caching, and shared filesystem chunks. ### Source excerpt Weekly recap of the announcements and activity in the Nix community and on the NixPkgs package repository. 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