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  • The Prompt Engineering Playbook for Programmers

    Developers are increasingly relying on AI coding assistants to accelerate our daily workflows. These tools can autocomplete functions, suggest bug fixes, and even generate entire modules or MVPs. Yet, as many of us have learned, the quality of the AI’s output depends largely on the quality of the prompt you provide. In other words, prompt engineering has become an essential skill. A poorly phrased

      The Prompt Engineering Playbook for Programmers
    • LogLog Games

      The article is also available in Chinese. Disclaimer: This post is a very long collection of thoughts and problems I've had over the years, and also addresses some of the arguments I've been repeatedly told. This post expresses my opinion the has been formed over using Rust for gamedev for many thousands of hours over many years, and multiple finished games. This isn't meant to brag or indicate su

      • Changing std::sort at Google’s Scale and Beyond

        TL;DR; We are changing std::sort in LLVM’s libcxx. That’s a long story of what it took us to get there and all possible consequences, bugs you might encounter with examples from open source. We provide some benchmarks, perspective, why we did this in the first place and what it cost us with exciting ideas from Hyrum’s Law to reinforcement learning. All changes went into open source and thus I can

          Changing std::sort at Google’s Scale and Beyond
        • Taming Go’s Memory Usage, or How We Avoided Rewriting Our Client in Rust — Akita Software

          Taming Go’s Memory Usage, or How We Avoided Rewriting Our Client in Rust A couple months ago, we faced a question many young startups face. Should we rewrite our system in Rust? At the time of the decision, we were a Go and Python shop. The tool we’re building passively watches API traffic to provide “one-click,” API-centric visibility, by analyzing the API traffic. Our users run an agent that sen

            Taming Go’s Memory Usage, or How We Avoided Rewriting Our Client in Rust — Akita Software
          • RFC 9562: Universally Unique IDentifiers (UUIDs)

             Internet Engineering Task Force (IETF) K. Davis Request for Comments: 9562 Cisco Systems Obsoletes: 4122 B. Peabody Category: Standards Track Uncloud ISSN: 2070-1721 P. Leach University of Washington May 2024 Universally Unique IDentifiers (UUIDs) Abstract This specification defines UUIDs (Universally Unique IDentifiers) -- also known as GUIDs (Globally Unique IDentifiers) -- and a Uniform Resou

              RFC 9562: Universally Unique IDentifiers (UUIDs)
            • Announcing Amazon ECS deployment circuit breaker | Amazon Web Services

              Containers Announcing Amazon ECS deployment circuit breaker Today, we announced the Amazon ECS deployment circuit breaker for EC2 and Fargate compute types. With this feature, Amazon ECS customers can now automatically roll back unhealthy service deployments without the need for manual intervention. This empowers customers to quickly discover failed deployments, while not having to worry about res

                Announcing Amazon ECS deployment circuit breaker | Amazon Web Services
              • A new way to bring garbage collected programming languages efficiently to WebAssembly · V8

                Show navigation A recent article on WebAssembly Garbage Collection (WasmGC) explains at a high level how the Garbage Collection (GC) proposal aims to better support GC languages in Wasm, which is very important given their popularity. In this article, we will get into the technical details of how GC languages such as Java, Kotlin, Dart, Python, and C# can be ported to Wasm. There are in fact two m

                • Patterns for Building LLM-based Systems & Products

                  Patterns for Building LLM-based Systems & Products [ llm engineering production 🔥 ] · 66 min read Discussions on HackerNews, Twitter, and LinkedIn “There is a large class of problems that are easy to imagine and build demos for, but extremely hard to make products out of. For example, self-driving: It’s easy to demo a car self-driving around a block, but making it into a product takes a decade.”

                    Patterns for Building LLM-based Systems & Products
                  • July 2022 (version 1.70)

                    Join a VS Code Dev Days event near you to learn about AI-assisted development in VS Code. Update 1.70.1: The update addresses these issues. Update 1.70.2: The update addresses these issues. Update 1.70.3: This update is only available for Windows 7 users and is the last release supporting Windows 7. Downloads: Windows: x64 Arm64 | Mac: Universal Intel silicon | Linux: deb rpm tarball Arm snap Welc

                      July 2022 (version 1.70)
                    • Real-world gen AI use cases from the world's leading organizations | Google Cloud Blog

                      AI is here, AI is everywhere: Top companies, governments, researchers, and startups are already enhancing their work with Google's AI solutions. Published April 12, 2024; last updated October 9, 2025. A year and a half ago, during Google Cloud Next 24, we published this list for the first time. It numbered 101 entries. It felt like a lot at the time, and served as a showcase of how much momentum b

                        Real-world gen AI use cases from the world's leading organizations | Google Cloud Blog
                      • How a simple Linux kernel memory corruption bug can lead to complete system compromise

                        In this case, reallocating the object as one of those three types didn't seem to me like a nice way forward (although it should be possible to exploit this somehow with some effort, e.g. by using count.counter to corrupt the buf field of seq_file). Also, some systems might be using the slab_nomerge kernel command line flag, which disables this merging behavior. Another approach that I didn't look

                        • Solving Quantitative Reasoning Problems With Language Models

                          Solving Quantitative Reasoning Problems with Language Models Aitor Lewkowycz∗, Anders Andreassen†, David Dohan†, Ethan Dyer†, Henryk Michalewski†, Vinay Ramasesh†, Ambrose Slone, Cem Anil, Imanol Schlag, Theo Gutman-Solo, Yuhuai Wu, Behnam Neyshabur∗, Guy Gur-Ari∗, and Vedant Misra∗ Google Research Abstract Language models have achieved remarkable performance on a wide range of tasks that require

                          • January 2024 (version 1.86)

                            Version 1.106 is now available! Read about the new features and fixes from October. Update 1.86.2: The update addresses these issues. Update 1.86.1: The update addresses these issues. Downloads: Windows: x64 Arm64 | Mac: Universal Intel silicon | Linux: deb rpm tarball Arm snap Welcome to the January 2024 release of Visual Studio Code. There are many updates in this version that we hope you'll lik

                              January 2024 (version 1.86)
                            • In Praise of dhh

                              In Praise of dhh November 8, 2025 | #tech #politics A reflection on Ruby’s past, present, and future. This is a long essay. I strongly recommend you read it from the beginning, but to help navigate it I have created this table of contents. Prologue The Past How I Learned To Love Ruby A Breath Of Fresh Air A Shared Worldview The Present Tragedy Strikes Recent Conflict In The Community Strength and

                              • Lesser Known PostgreSQL Features

                                In 2006 Microsoft conducted a customer survey to find what new features users want in new versions of Microsoft Office. To their surprise, more than 90% of what users asked for already existed, they just didn't know about it. To address the "discoverability" issue, they came up with the "Ribbon UI" that we know from Microsoft Office products today. Office is not unique in this sense. Most of us ar

                                  Lesser Known PostgreSQL Features
                                • What's new in Azure OpenAI in Azure AI Foundry Models?

                                  This article provides a summary of the latest releases and major documentation updates for Azure OpenAI. August 2025 GPT-5 models available gpt-5, gpt-5-mini, gpt-5-nano To learn more, see the getting started with reasoning models page. gpt-5-chat is now available. To learn more, see the models page Registration is required for access to the gpt-5 model. gpt-5-mini, gpt-5-nano, and gpt-5-chat do n

                                    What's new in Azure OpenAI in Azure AI Foundry Models?
                                  • January 2023 (version 1.75)

                                    Update 1.75.1: The update addresses these issues. Downloads: Windows: x64 Arm64 | Mac: Universal Intel silicon | Linux: deb rpm tarball Arm snap Welcome to the January 2023 release of Visual Studio Code. There are many updates in this version that we hope you'll like, some of the key highlights include: Profiles - Create and share profiles to configure extensions, settings, shortcuts, and more. VS

                                      January 2023 (version 1.75)
                                    • Unicode is harder than you think · mcilloni's blog

                                      Reading the excellent article by JeanHeyd Meneide on how broken string encoding in C/C++ is made me realise that Unicode is a topic that is often overlooked by a large number of developers. In my experience, there’s a lot of confusion and wrong expectations on what Unicode is, and what best practices to follow when dealing with strings that may contain characters outside of the ASCII range. This a

                                      • iOS Hacking - A Beginner’s Guide to Hacking iOS Apps [2022 Edition]

                                        My first post will be about iOS Hacking, a topic I’m currently working on, so this will be a kind of gathering of all information I have found in my research. It must be noted that I won’t be using any MacOS tools, since the computer used for this task will be a Linux host, specifically a Debian-based distribution, in this case, Kali Linux. I will also be using ‘checkra1n’ for the device jailbreak

                                        • October 2025 (version 1.106)

                                          Version 1.106 is now available! Read about the new features and fixes from October. Release date: November 12, 2025 Update 1.106.1: The update addresses these issues Update 1.106.2: The update addresses these issues Downloads: Windows: x64 Arm64 | Mac: Universal Intel silicon | Linux: deb rpm tarball Arm snap Welcome to the October 2025 release of Visual Studio Code. This release brings significan

                                            October 2025 (version 1.106)
                                          • Database Fundamentals

                                            About a year ago, I tried thinking which database I should choose for my next project, and came to the realization that I don't really know the differences of databases enough. I went to different database websites and saw mostly marketing and words I don't understand. This is when I decided to read the excellent books Database Internals by Alex Petrov and Designing Data-Intensive Applications by

                                              Database Fundamentals
                                            • What's New in Emacs 28.1?

                                              Try Mastering Emacs for free! Are you struggling with the basics? Have you mastered movement and editing yet? When you have read Mastering Emacs you will understand Emacs. It’s that time again: there’s a new major version of Emacs and, with it, a treasure trove of new features and changes. Notable features include the formal inclusion of native compilation, a technique that will greatly speed up y

                                              • Amazon FSx for NetApp ONTAPファイルシステム上のiSCSI LUNをマウントしてみた | DevelopersIO

                                                Amazon FSx for NetApp ONTAPは単純なファイルサーバーじゃないぞ こんにちは、のんピ(@non____97)です。 皆さんはMulti-AZのEBSボリュームを欲しいなと思ったことはありますか? 私はあります。 EBSボリュームはAZ単位なのでAZ障害のことを考えるとちょっと心配です。かと言って自分でブロックレベルのレプリケーションを実装するのも何だか大変です。 そこで、Amazon FSx for NetApp ONTAPの出番です。 Amazon FSx for NetApp ONTAPはファイルサーバーとしての機能だけではなく、ブロックストレージとしての機能も有しています。 Q: Amazon FSx for NetApp ONTAP はどのプロトコルをサポートしていますか? A: Amazon FSx for NetApp ONTAP は、ネットワークファイ

                                                  Amazon FSx for NetApp ONTAPファイルシステム上のiSCSI LUNをマウントしてみた | DevelopersIO
                                                • Rust for Secure IoT Applications: Why C Is Getting Rusty

                                                  www.embedded-world.eu Rust for Secure IoT Applications Why C Is Getting Rusty Mario Noseda, Fabian Frei, Andreas Rüst, Simon Künzli Zurich University of Applied Sciences (ZHAW) Institute of Embedded Systems (InES) Winterthur, Switzerland mario.noseda@zhaw.ch, fabian.frei@zhaw.ch, andreas.ruest@zhaw.ch, simon.kuenzli@zhaw.ch Abstract— Memory corruption is still the most used type of exploit in toda

                                                  • Vim9 script for Python Developers · GitHub

                                                    vim9script4pythondevelopers.md Vim9 script for Python Developers Vim9 script�Vim script��������������������������������������������������系��� def������義����������Vim script��vim9script�����使����������(vim9script���

                                                      Vim9 script for Python Developers · GitHub
                                                    • Foldable Words | bit-player

                                                      Packing up the household for a recent move, I was delving into shoeboxes, photo albums, and file folders that had not been opened in decades. One of my discoveries, found in an envelope at the back of a file drawer, was the paper sleeve from a drinking straw, imprinted with a saccharine message: This flimsy slip of paper seems like an odd scrap to preserve for the ages, but when I pulled it out of

                                                      • ACTINIUM targets Ukrainian organizations | Microsoft Security Blog

                                                        April 2023 update – Microsoft Threat Intelligence has shifted to a new threat actor naming taxonomy aligned around the theme of weather. ACTINIUM is now tracked as Aqua Blizzard and DEV-0586 is now tracked as Cadet Blizzard. To learn about how the new taxonomy represents the origin, unique traits, and impact of threat actors, and to get a complete mapping of threat actor names, read this blog: Mic

                                                          ACTINIUM targets Ukrainian organizations | Microsoft Security Blog
                                                        • Gregory Szorc's Digital Home | Rust is for Professionals

                                                          A professional programmer delivers value through the authoring and maintaining of software that solves problems. (There are other important ways for professional programmers to deliver value but this post is about programming.) Programmers rely on various tools to author software. Arguably the most important and consequential choice of tool is the programming language. In this post, I will articul

                                                          • Plan 9 Desktop Guide

                                                            PLAN 9 DESKTOP GUIDE INDEX What is Plan 9? Limitations and Workarounds Connecting to Other Systems VNC RDP SSH 9P Other methods Porting Applications Emulating other Operating Systems Virtualizing other Operating Systems Basics Window Management Copy Pasting Essential Programs Manipulating Text in the Terminal Acme - The Do It All Application Multiple Workspaces Tiling Windows Plumbing System Admin

                                                            • Google Cloud latest news and announcements | Google Cloud Blog

                                                              Try Gemini 2.5Our most intelligent model is now available on Vertex AI Try now Want to know the latest from Google Cloud? Find it here in one handy location. Check back regularly for our newest updates, announcements, resources, events, learning opportunities, and more. Tip: Not sure where to find what you’re looking for on the Google Cloud blog? Start here: Google Cloud blog 101: Full list of top

                                                                Google Cloud latest news and announcements | Google Cloud Blog
                                                              • Large Text Compression Benchmark

                                                                 Large Text Compression Benchmark Matt Mahoney Last update: July 3, 2025. history This competition ranks lossless data compression programs by the compressed size (including the size of the decompression program) of the first 109 bytes of the XML text dump of the English version of Wikipedia on Mar. 3, 2006. About the test data. The goal of this benchmark is not to find the best overall compressi

                                                                • The AI-Native Software Engineer

                                                                  An AI-native software engineer is one who deeply integrates AI into their daily workflow, treating it as a partner to amplify their abilities. This requires a fundamental mindset shift. Instead of thinking “AI might replace me” an AI-native engineer asks for every task: “Could AI help me do this faster, better, or differently?”. The mindset is optimistic and proactive - you see AI as a multiplier

                                                                    The AI-Native Software Engineer
                                                                  • cuneicode, and the Future of Text in C

                                                                    Following up from the last post, there is a lot more we need to cover. This was intended to be the post where we talk exclusively about benchmarks and numbers. But, I have unfortunately been perfectly taunted and status-locked, like a monster whose “aggro” was pulled by a tank. The reason, of course, is due to a few folks taking issue with my outright dismissal of the C and C++ APIs (and not showi

                                                                      cuneicode, and the Future of Text in C
                                                                    • Practical SQL for Data Analysis

                                                                      Pandas is a very popular tool for data analysis. It comes built-in with many useful features, it's battle tested and widely accepted. However, pandas is not always the best tool for the job. SQL databases have been around since the 1970s. Some of the smartest people in the world worked on making it easy to slice, dice, fetch and manipulate data quickly and efficiently. SQL databases have come such

                                                                        Practical SQL for Data Analysis
                                                                      • Pulumi at NearMe: Embracing True Infrastructure as Code - NearMe Tech Blog

                                                                        Introduction Infrastructure as Code (IaC) has revolutionized how organizations manage their cloud infrastructure, and at NearMe, our journey led us to choose Pulumi as our primary IaC tool. This article explores how Pulumi's unique approach to infrastructure management has transformed our Platform Engineering practices, enhanced developer productivity, and improved our infrastructure reliability.

                                                                          Pulumi at NearMe: Embracing True Infrastructure as Code - NearMe Tech Blog
                                                                        • 地面を見下ろす少年の足蹴にされる私

                                                                          Contracts提案(P2900R14)がC++26に向けて採択され、C++26では契約プログラミング機能を言語サポートの下で実践できるようになります。この記事は、その契約プログラミング機能の一部として導入されている違反ハンドラというものについてのお話です。 契約プログラミング機能における違反ハンドラの概要 ユーザー定義違反ハンドラ std::contracts::contract_violation より一般的な利用 外部ツールの共通コールバック機構として 実行時エラーハンドリングのコールバック機能として(P3290R2) プロファイル機能の実行時検査におけるコールバックとして(P3081R0) 未定義動作の実行時ハンドリング機能として(P3100R0, P3229R1, P3205R0) 参考文献 契約プログラミング機能における違反ハンドラの概要 C++26の契約プログラミング機能は

                                                                            地面を見下ろす少年の足蹴にされる私
                                                                          • Primitive Recursive Functions For A Working Programmer

                                                                            Primitive Recursive Functions For A Working Programmer Aug 1, 2024 Programmers on the internet often use “Turing-completeness” terminology. Typically, not being Turing-complete is extolled as a virtue or even a requirement in specific domains. I claim that most such discussions are misinformed — that not being Turing complete doesn’t actually mean what folks want it to mean, and is instead a stand

                                                                            • Reindex, Transform, and Aggregate datasets using pandas Library

                                                                              Most of the time, the dataset we will get from the business will be dirty and cannot be used straight forward to train machine learning models. Therefore, we must treat the dataset and bring it to the desired form to input it into an algorithm. This tutorial discusses reindexing, transforming, and aggregating datasets in Pandas. What are Reindexing, Transforming, and Aggregating?Reindexing, transf

                                                                                Reindex, Transform, and Aggregate datasets using pandas Library
                                                                              • 7 Things I've learned building a modern TUI Framework

                                                                                7 Things I've learned building a modern TUI Framework I've be working on Textual for over a year now. Here's a few things I've discovered (or re-discovered) regarding terminals in Python, and software development in general. I've be working on Textual for over a year now. Here's a few things I've discovered (or re-discovered) regarding terminals in Python, and software development in general. — Wi

                                                                                • June 2025 (version 1.102)

                                                                                  Release date: July 9, 2025 Update 1.102.1: The update addresses these issues. Update 1.102.2: The update addresses these issues. Update 1.102.3: The update addresses these issues. Downloads: Windows: x64 Arm64 | Mac: Universal Intel silicon | Linux: deb rpm tarball Arm snap Welcome to the June 2025 release of Visual Studio Code. There are many updates in this version that we hope you'll like, some

                                                                                    June 2025 (version 1.102)