# Dev Published articles for Dev. This is one page of public article previews, not the complete archive. Follow Next page to continue. Summaries are not the original full articles. ## Kanbanning the LearnStorm Dev Process DevFeed: [Kanbanning the LearnStorm Dev Process]() Original publisher: [Read original article]() Author: Khan Academy Published: 2015-12-07T23:00:00Z Content type: article Language: en Sources: [Khan Academy]() Topics: [Development]() Tags: [dev](), [development](), [development-process](), [engineering](), [news](), [projects](), [web-frontend]() ### AI overview Kevin Dangoor describes how Khan Academy's LearnStorm initiative changed its development process from project-based planning with Trello and Google Sheets to task-focused tracking in Google Docs and Asana as launch requirements evolved. ### Source excerpt By Kevin Dangoor In his New Employee's Primer post from July, Riley Shaw wrote a little about our ... Read more ## The Great Python Refactor of 2017 And Also 2018 DevFeed: [The Great Python Refactor of 2017 And Also 2018]() Original publisher: [Read original article]() Author: Khan Academy Published: 2018-03-19T22:00:00Z Content type: article Language: en Sources: [Khan Academy]() Topics: [Python](), [Refactoring](), [Code](), [Development](), [Tool]() Tags: [2017](), [blog-post](), [code](), [dev](), [engineering](), [infrastructure](), [news](), [python](), [refactor](), [refactoring]() ### AI overview This first article in a series describes Khan Academy's 2017-2018 Python refactoring effort. It explains how an overloaded codebase structure developed, the changes made to organize files and directories, and the difficulties of the work. ### Source excerpt By Craig Silverstein Our codebase was a mess. One day, we decided to do something about it: namely, ... Read more ## Solving a Double-Sided Wooden Puzzle with Coordinate Systems and Search Pruning DevFeed: [Solving a Double-Sided Wooden Puzzle with Coordinate Systems and Search Pruning]() Original publisher: [Read original article]() Author: Khan Academy Published: 2015-07-06T22:00:00Z Content type: article Language: en Sources: [Khan Academy]() Topics: [Development](), [Math and Logic]() Tags: [dev](), [engineering](), [logic](), [news](), [program](), [puzzle](), [puzzles](), [web-frontend]() ### AI overview John Sullivan describes how five Khan Academy developers wrote solvers for a double-sided wooden puzzle. The article covers representing piece positions, handling rotations and reflections, and pruning the search space to improve placement search. ### Source excerpt By John Sullivan Last week a mysterious double-sided puzzle appeared at Khan Academy. To solve the puzzle you ... Read more ## Dev snapshot: Godot 4.8 dev 6 DevFeed: [Dev snapshot: Godot 4.8 dev 6]() Original publisher: [Read original article]() Author: Thaddeus Crews Published: 2026-09-15T20:00:00Z Content type: release Language: en Sources: [Godot Engine Official]() Topics: [Godot](), [releases](), [Release notes](), [Android](), [macOS]() Tags: [android](), [crash](), [dev](), [google-play](), [macos](), [pre-release](), [release](), [release-notes]() ### AI overview Godot 4.8 development snapshot 6 addresses startup crashes on macOS and a Google Play Store upload failure from the previous snapshot. It also introduces screen-space contact shadows for directional lights and includes other improvements available for testing. ### Source excerpt Hotfix for macOS and Android ## Safeguarding LLM-Assisted Dev at Guardsquare | Guardsquare DevFeed: [Safeguarding LLM-Assisted Dev at Guardsquare | Guardsquare]() Original publisher: [Read original article]() Author: Noah Fraiture - Backend Engineer Published: 2026-09-15T13:03:38Z Content type: article Language: en Sources: [Guardsquare Blog]() Topics: [Development](), [Large Language Model](), [Cybersecurity](), [Security & Privacy](), [agent observability]() Tags: [ai-agents](), [android](), [containers](), [cybersecurity](), [data](), [dev](), [developer](), [development](), [ios](), [llm](), [llm-gateway](), [thought-leadership]() ### AI overview Guardsquare explains why it adopted LLM-assisted software development despite risks involving sensitive intellectual property, personally identifiable information, and agent access to developer infrastructure. The post describes safeguards including separating sensitive code, isolating agent execution, and controlling model access and outbound data through an LLM gateway and guardrail service. ### Source excerpt This post is not meant to tell you how to use large language models (LLMs) or to claim we've found the right approach. As a cybersecurity company working with particularly sensitive IP, our decision to use LLMs for development was never just about productivity. The broader enthusiasm around LLMs was not itself a reason for us to adopt them quickly. For some time, our position was that the risks outweighed the productivity gains, and incidents involving AI agents elsewhere in the industry reinforced that assessment. ## COBOL dev won .Net hackathon with help from AI - and their CIO loves it DevFeed: [COBOL dev won .Net hackathon with help from AI - and their CIO loves it]() Original publisher: [Read original article]() Author: Simon Sharwood Published: 2026-09-15T01:47:17Z Content type: news Language: en Sources: [www.theregister.com - Articles]() Topics: [AdventureX 2025](), [Artificial Intelligence](), [.NET](), [Development](), [coding]() Tags: [ai](), [ai-and-ml](), [australia](), [cobol](), [coding](), [copilot](), [dev](), [hackathon](), [mainframe](), [net](), [public-sector]() ### AI overview The article reports that a COBOL developer won a .NET hackathon with help from AI, a result praised by their CIO. The supplied summary also describes the Australia Taxation Office using Copilot practice to develop skills for future AI work. ### Source excerpt Australia Taxation Office sees footling with Copilot as a way to develop 'muscles' for real AI work ## Dev snapshot: Godot 4.8 dev 5 DevFeed: [Dev snapshot: Godot 4.8 dev 5]() Original publisher: [Read original article]() Author: Thaddeus Crews Published: 2026-09-10T12:00:00Z Content type: release Language: en Sources: [Godot Engine Official]() Topics: [Godot](), [releases](), [Release notes](), [3D]() Tags: [dev](), [pre-release](), [release](), [release-notes]() ### AI overview Godot 4.8 development snapshot 5 introduces mip-level texture streaming, which loads less detailed texture mipmaps when they are distant or obscured to reduce VRAM requirements. The article also highlights other features available for testing in this development cycle. ### Source excerpt A healthy stream of new features await! ## VMware defends ending downloads of SDK that helps VM backups - or migrations to rivals DevFeed: [VMware defends ending downloads of SDK that helps VM backups - or migrations to rivals]() Original publisher: [Read original article]() Author: Simon Sharwood Published: 2026-09-10T02:05:58Z Content type: news Language: en Sources: [www.theregister.com - Articles]() Topics: [SDKs]() Tags: [dev](), [migration](), [software-license](), [virtualization](), [vmware]() ### AI overview The article reports that VMware is defending its decision to end downloads of an SDK used for virtual-machine backups and potentially migrations to rival platforms. VMware says the license was never intended to support moving VMs. ### Source excerpt Says license was never about moving VMs ## jetc.dev Newsletter Issue #330 DevFeed: [jetc.dev Newsletter Issue #330]() Original publisher: [Read original article]() Author: CommonsWare Published: 2026-09-08T14:00:00Z Content type: article Language: en Sources: [jetc.dev | Issues]() Topics: [compose-multiplatform](), [Compose](), [tvOS](), [Android](), [Testing](), [SwiftUI](), [JavaScript](), [TypeScript](), [Ktor]() Tags: [2026](), [android](), [compose-multiplatform](), [dev](), [ios](), [newsletter](), [swiftui](), [testing](), [typescript]() ### AI overview Newsletter Issue #330 covers Compose Multiplatform support for Apple tvOS, lessons from Android foldables for potential foldable iPhone development, testing and recomposition issues, image-loading test techniques, animated number transitions, and related Compose tools and libraries. ### Source excerpt Apple TV! Apple foldables! Microsoft Office! And other topics not necessarily involving gigantic firms! ## For the builders: canvas, CMS, and quality-of-life improvements from Webflow Conf 2026 DevFeed: [For the builders: canvas, CMS, and quality-of-life improvements from Webflow Conf 2026]() Original publisher: [Read original article]() Author: Webflow Team Published: 2026-09-02T00:00:00Z Content type: article Language: en Sources: [Webflow Blog]() Topics: [Canvas](), [Content Management System](), [Artificial Intelligence]() Tags: [ai](), [building](), [code](), [design](), [dev](), [developers](), [inside-webflow](), [platform](), [post](), [web](), [webflow](), [workflow](), [zoom]() ### AI overview Webflow's 2026 Builder Keynote introduces Source by Webflow and highlights workflow improvements for designers and developers, including CMS components, breakpoint canvas updates, and visual editing for AI code components. ### Source excerpt A roundup of what's new for designers and developers building in Webflow, including components in the CMS, breakpoint canvas, and visual editing for AI code components. ## jetc.dev Newsletter Issue #329 DevFeed: [jetc.dev Newsletter Issue #329]() Original publisher: [Read original article]() Author: CommonsWare Published: 2026-09-01T14:00:00Z Content type: article Language: en Sources: [jetc.dev | Issues]() Topics: [compose-multiplatform](), [Compose](), [cross-platform](), [Android](), [Streaming](), [HTML]() Tags: [android](), [compose](), [compose-multiplatform](), [cross-platform](), [dev](), [html](), [jetpack-compose](), [newsletter](), [streaming]() ### AI overview This newsletter issue reviews recent Jetpack Compose ecosystem updates, including the stable Compose Multiplatform release, new Remote Compose and Glance artifact groups, Compose Material3 changes, Navigation 3 beta updates, and related Android and Wear releases. It also covers cross-platform page curls, streaming Kotlinx HTML via Molecule, and screenshot prevention on Android and iOS. ### Source excerpt Compose Multiplatform `1.12.0`! New Remote Compose and Glance artifact groups! Cross-platform page curls! Streaming Kotlinx HTML via Molecule! Prevent screenshots! And... what does Material3 have against the rich?!? ## Build with Tailscale. Build on Tailscale. DevFeed: [Build with Tailscale. Build on Tailscale.]() Original publisher: [Read original article]() Author: Kevin Purdy Published: 2026-08-31T14:00:00Z Content type: article Language: en Sources: [Blog on Tailscale]() Topics: [networking](), [Local AI](), [Go](), [App](), [ide]() Tags: [apis](), [applications](), [dev](), [go](), [local](), [local-ai](), [networking](), [server](), [software]() ### AI overview Tailscale describes two ways to build with its networking platform: embedding secure, identity-aware connectivity into applications with tsnet, and automating tailnet creation and management through APIs. A local Ollama server illustrates how application-level identities, ACLs, MagicDNS, and managed HTTPS can avoid public ports, host daemons, and manual proxy configuration. ### Source excerpt Put secure networking inside what you build, then automate the rest. ## Panic refunds tariff fees, 1047 Games pivots from Splitgate, and Gamescom Dev grows - Patch Notes #67 DevFeed: [Panic refunds tariff fees, 1047 Games pivots from Splitgate, and Gamescom Dev grows - Patch Notes #67]() Original publisher: [Read original article]() Author: Diego Argüello Published: 2026-08-28T13:47:47Z Content type: article Language: en Sources: [gamedeveloper]() Topics: [Artificial Intelligence](), [Generative AI](), [Panic Playdate](), [Bluesky]() Tags: [ai](), [dev](), [games](), [gamescom](), [generative-ai](), [news](), [tech]() ### AI overview This patch-notes roundup discusses generative AI used in games shown during Gamescom Opening Night Live, including criticism of undisclosed use and the event's advertising context. It also reports that Panic will automatically refund tariff fees to eligible Playdate customers and mentions other game-industry developments. ### Source excerpt Plus: No More Room in Hell 2 surpasses 1 million players after exiting a pivotal Early Access period. ## Dev snapshot: Godot 4.8 dev 4 DevFeed: [Dev snapshot: Godot 4.8 dev 4]() Original publisher: [Read original article]() Author: Thaddeus Crews Published: 2026-08-26T12:00:00Z Content type: release Language: en Sources: [Godot Engine Official]() Topics: [Godot](), [releases](), [Development](), [3D]() Tags: [3d](), [dev](), [development](), [features](), [pre-release](), [release](), [releases]() ### AI overview Godot 4.8 dev 4 is a development snapshot covering improvements and features available for testing, including a native 3D trail node and Web, XR, and Android editor builds. ### Source excerpt 4.8 development is now in full force! ## What makes a good AI coworker? With OpenAI's Codex product lead DevFeed: [What makes a good AI coworker? With OpenAI's Codex product lead]() Original publisher: [Read original article]() Author: info@1password.com (Chris Fowler) Published: 2026-08-25T00:00:00Z Content type: article Language: en Sources: [Blog on 1Password Blog]() Topics: [Artificial Intelligence](), [codex](), [OpenAI](), [long-context](), [Filesystems](), [coding](), [cursor]() Tags: [agent](), [agentic](), [agents](), [ai](), [ai-coding](), [autonomous](), [codex](), [context-window](), [cursor](), [dev](), [developers](), [engineering](), [filesystems](), [memory](), [openai](), [podcast](), [podcasts]() ### AI overview An episode featuring OpenAI Codex product lead Rohan Varma explores what makes AI agents effective coworkers. It focuses on shared context, durable memory and state outside the context window, filesystem-based task continuity, and steerability so people can understand and guide agent output. ### Source excerpt Zero-Shot Learning is a podcast about how AI is built, secured, and deployed. Hosted by Nancy Wang, 1Password CTO, and Dev Tagare, Senior Director of Engineering at Google Gemini, it offers a builder's view of the architecture and complex decisions involved in shipping AI. In this episode, Rohan Varma, Product Lead for Codex at OpenAI, described what happens when teams move from using agents for one-off tasks to enabling autonomous coworkers. Having worked on AI coding products at Cursor and OpenAI, Ro understands what people need to work effectively with agents and what agents need to work effectively with people. What makes a good (agentic) coworker? With any coworker, collaboration works best when everyone is working from the same context, toward a shared goal. Human coworkers are accustomed to working toward shared goals. With proper context and resources, they can divide work without losing sight of how their contribution affects the team. The difference between teams of people and agents is that people don't need to be told how to remember things. Everything they do carries historical context. When a team works together, their shared knowledge expands exponentially. Agents work within context windows, a temporary working memory that fills as a task continues. When the window is full, the system has to summarize the work without losing decisions and constraints that could cause the agent to miss crucial directives. State is a fundamental building block for making an agent feel more like a coworker. Without memory, every time you prompt an agent, it's kind of like its first day on planet Earth." -Rohan Varma, Codex Product Lead, OpenAI To be a useful long-term collaborator, an agent's memory has to exist outside its context window. The system has to preserve the work durably to understand which files were changed, which decisions were made, which results were gathered, and which tasks are yet to be completed. That shared state lets one agent resume a task, anoth ## August 2026 newsletter DevFeed: [August 2026 newsletter]() Original publisher: [Read original article]() Author: Mark Needham Published: 2026-08-21T09:12:10Z Content type: news Language: en Sources: [ClickHouse Blog]() Topics: [clickhouse](), [real-time](), [Databases](), [observability](), [Algorithms](), [Open Source](), [API](), [datasets]() Tags: [2026](), [analytics](), [clickhouse](), [data](), [deadlock](), [dev](), [engineering](), [newsletter](), [open-source](), [performance](), [real-time](), [search]() ### AI overview The August 2026 ClickHouse newsletter covers recent developments in real-time data warehousing, including ClickHouse 26.7, ClickHouse Labs, Managed Postgres, observability, vector search, community contributions, and upcoming Open House Roadshow events. The release highlights more efficient hash joins, automatic join ordering, token positions for faster phrase search, and execution measurements in EXPLAIN. ### Source excerpt Welcome to the August 2026 ClickHouse newsletter, which will round up what's happened in real-time data warehouses over the last month. ## jetc.dev Newsletter Issue #327 DevFeed: [jetc.dev Newsletter Issue #327]() Original publisher: [Read original article]() Author: CommonsWare Published: 2026-08-18T14:00:00Z Content type: news Language: en Sources: [jetc.dev | Issues]() Topics: [Compose](), [releases](), [compose-multiplatform](), [Jetpack Compose](), [liquid glass](), [Model Context Protocol (MCP)](), [Server-side rendering]() Tags: [compose](), [compose-hot-reload](), [compose-multiplatform](), [dev](), [liquid-glass](), [mcp-server](), [multiplatform](), [release](), [release-notes](), [releases]() ### AI overview Newsletter Issue #327 covers stable and alpha Jetpack Compose releases, Compose Multiplatform updates, Liquid Glass approaches for multiplatform apps, and related Compose developments including Hot Reload MCP server support and proposed server-side rendering. ### Source excerpt Compose stable release! Compose Material3 stable too! Liquid Glass in a multiplatform app! Preview generator! ## Agent Night demo recap: exe.dev -- your agent can rewrite the software you use DevFeed: [Agent Night demo recap: exe.dev -- your agent can rewrite the software you use]() Original publisher: [Read original article]() Author: WorkOS Published: 2026-08-17T18:34:20Z Content type: article Language: en Sources: [WorkOS Blog]() Topics: [Development](), [Open Source](), [coding](), [systemd]() Tags: [agent](), [code](), [coding](), [configuration](), [demo](), [dev](), [interface](), [open-source](), [recap](), [systemd](), [tool]() ### AI overview David Crawshaw of exe.dev demonstrated a two-prompt workflow in which an agent customizes an open-source program and periodically rebases those changes onto the latest upstream version. ### Source excerpt David Crawshaw of exe.dev showed how two prompts let an agent customize any open source tool you use, then keep those changes rebased on upstream nightly. ## The SvelteKit 3 Release Candidate is here DevFeed: [The SvelteKit 3 Release Candidate is here]() Original publisher: [Read original article]() Author: The Svelte team Published: 2026-08-13T00:00:00Z Content type: release Language: en Sources: [Svelte blog]() Topics: [Svelte](), [migration](), [Code](), [configuration](), [TypeScript](), [App]() Tags: [code](), [dev](), [documentation](), [feature](), [guide](), [migration](), [release](), [svelte](), [typescript]() ### AI overview SvelteKit 3 has reached the release candidate phase, introducing breaking changes from SvelteKit 2 alongside migration tooling, updated configuration in vite.config.ts, and a shift from the $lib alias to Node subpath imports. ### Source excerpt SvelteKit 3 is now in the Release Candidate phase. If all goes well -- meaning that people like you try it out and find that it works as expected -- we will follow it up with a stable release in the near future, with no further breaking changes. But there are some breaking changes since SvelteKit 2. We're taking advantage of this release to prune some of the weeds in the codebase and lay the groundwork for SvelteKit's continued evolution, more on which below. To migrate an existing app, you can use the next version of sv migrate: npx sv@next migrate sveltekit-3 --tasks all --confirm This will automatically migrate as much of your code as possible. For everything else, it will generate a TODO list for you (or your clanker of choice) to work through. Wherever possible, SvelteKit will print useful diagnostic warnings and errors if you try to run code that hasn't yet been updated. To create a new app, run sv create: npx sv@next create my-new-app What's changed? For the full list of changes, consult the migration guide over on next.svelte.dev which is where the SvelteKit 3 documentation will live until the stable release. Most changes are fairly minor, but a few are worth calling out: Configuration now lives in vite.config.ts Previously, you would configure SvelteKit via a svelte.config.js file. This turned out to be limiting: it's useful for the Vite plugin to have access to your config immediately rather than having to go through an asynchronous resolution process (which can't begin until after we've resolved the entire Vite config, because tools like Vitest may run with a current working directory that isn't the project root), and after all why wouldn't we put the config in one place rather than two? The $lib alias is now #lib In SvelteKit 2, you would put shared code in src/lib and import it via a $lib alias. This is nicer than importing from ../../../../somewhere, which is what inevitably happens in larger codebases. But in modern projects, aliases are unnecessary, be ## Where I'm Writing Now: The Complete 14-Part BlocSignal Series on DEV.to DevFeed: [Where I'm Writing Now: The Complete 14-Part BlocSignal Series on DEV.to]() Original publisher: [Read original article]() Author: Randal L. Schwartz Published: 2026-08-10T16:00:59Z Content type: opinion Language: en Sources: [Flutter Community - Medium]() Topics: [Flutter](), [Dart](), [reactive](), [Dependency injection](), [OpenTelemetry](), [Web Development]() Tags: [bloc](), [blocsignal](), [dart](), [dependency](), [dev](), [developer-community](), [development](), [flutter](), [series](), [signal](), [state-management](), [tracing](), [writing]() ### AI overview The author announces that DEV.to and the Google Developer Experts organization on DEV.to are now the primary publishing hubs for new technical writing. The article presents a 14-part BlocSignal series covering Dart and Flutter state management, architecture, interoperability, dependency injection, tracing, and web development. ### Source excerpt If you've been following my articles here on Medium over the years, thank you! I wanted to share a quick update on where I'm primarily publishing my new technical deep dives, architectural guides, and Flutter/Dart tutorials. Going forward, my primary writing hub is DEV.to (@randalschwartz) and the official Google Developer Experts (GDE) organization on DEV.to. DEV.to provides a vibrant developer community, native Dart syntax highlighting, and a built-in Series feature that links connected articles into structured, multi-part curricula. 🚀 The New Series: BlocSignal Architecture & Practice Over the last month, my team and I launched BlocSignal -- a production-grade state management framework for Dart and Flutter that bridges BLoC's enterprise discipline with Signals' 0ms synchronous reactivity. We've published a comprehensive 14-part series on DEV.to covering everything from core state machine philosophy and Riverpod/Provider interop to dependency injection, OpenTelemetry tracing, and Jaspr web development. Here is the complete roadmap of all 14 articles available to read right now on DEV.to: 🏛 1. Core Architecture & Philosophy Introducing BlocSignal: Unidirectional Data Flow Meets Reactive Signals The origin story: bridging BLoC semantics with Rody Davis's signals v7 primitives for 0ms microtask queue latency. BLoC meets Signals: How to Pitch BlocSignal to Your Dev Leads How to navigate technical team reviews and explain the enterprise value of synchronous signal graphs. How We Achieved Full BLoC API & Protocol Parity in BlocSignal 0.2.0 A deep dive into BlocProvider, BlocBuilder, BlocListener, BlocConsumer, and context.select parity. Beyond ProviderNotFound: How BlocSignal Rethinks State Location and Synchronous Propagation Solving scope lookups and understanding why synchronous signal updates prevent frame tearing. From Raw Signals to BlocSignal: Taming Reactivity for Enterprise Scale How encapsulating signals inside Cubit/Bloc containers stops global signal "spagh ## Dev snapshot: Godot 4.8 dev 3 DevFeed: [Dev snapshot: Godot 4.8 dev 3]() Original publisher: [Read original article]() Author: Thaddeus Crews Published: 2026-08-07T12:00:00Z Content type: release Language: en Sources: [Godot Engine Official]() Topics: [Godot](), [releases](), [Development]() Tags: [articles](), [dev](), [hugo](), [pre-release](), [release](), [testing]() ### AI overview Godot 4.8 dev 3 is a development snapshot that introduces improvements including native admonition support in the documentation and editor highlighting for GDScript warnings and errors. The release also offers Web, XR, and Android editor builds for testing. ### Source excerpt ✅ TIP: Reading development snapshot articles builds character! ## jetc.dev Newsletter Issue #325 DevFeed: [jetc.dev Newsletter Issue #325]() Original publisher: [Read original article]() Author: CommonsWare Published: 2026-08-04T14:00:00Z Content type: article Language: en Sources: [jetc.dev | Issues]() Topics: [Jetpack Compose](), [releases](), [debug](), [Memory Leaks](), [multiplatform]() Tags: [2026](), [agents](), [compose](), [compose-multiplatform](), [debugging](), [dev](), [jetbrains](), [memory-leaks](), [multiplatform](), [published](), [remote]() ### AI overview jetc.dev Newsletter Issue #325 reviews recent Jetpack Compose releases and related artifacts, including BOM, Material3, Remote Compose, and Wear Compose updates. It also covers the five-year anniversary of Compose 1.0, composition debugging research, Compose Multiplatform content, and a reported memory leak in a Compose for Desktop design system. ### Source excerpt Compose 1.0 five-year anniversary! 1.12.0 RC! Memory leaks! Remote Compose for debugging! And... have you been through the desert with a state with no name?!? ## How Yandex Cloud built and open-sourced Farm for preview environments DevFeed: [How Yandex Cloud built and open-sourced Farm for preview environments]() Original publisher: [Read original article]() Author: DakEnviy0 (Яндекс, Yandex Cloud & Yandex Infrastructure) Published: 2026-07-30T07:29:36Z Content type: article Language: ru Sources: [Яндекс - Как мы делаем Яндекс / Статьи]() Topics: [Docker](), [Kubernetes](), [Self-hosted](), [Development](), [Node.js]() Tags: [dev](), [docker](), [farm](), [frontend](), [js](), [kubernetes](), [node](), [node-js](), [preview](), [preview-87a227230297](), [self-hosted](), [tag-4004cf5948d3](), [tag-92292b2c626f](), [tag-e6d9cc1f0757]() ### AI overview The article describes how Yandex Cloud developed Farm, a service that creates preview environments for pull requests. It traces the system's evolution from a self-hosted script on one virtual machine to an orchestrator using Docker and Kubernetes, and explains the motivation for open-sourcing it. ### Source excerpt Каждый пул-реквест хочется не просто проверить тестами, а показать вживую -- дизайнеру, менеджеру, соседней команде, чтобы все они смогли потыкаться в UI -- порадоваться, понаходить баги -- порасстраиваться. Казалось бы, что сложного: поднял окружение и дал ссылку. Но когда пул-реквесты сыпятся десятками в день, а команд целое множество, "просто поднять окружение" превращается в отдельный инфраструктурный проект. Привет, Хабр! Меня зовут Михаил Гольбах, я ведущий разработчик интерфейсов Yandex Cloud. Уже несколько лет мы с командой развиваем Ферму -- сервис, который поднимает preview-окружение под каждый пулл-реквест. В этой статье расскажу, как Ферма выросла из простого self-hosted-скрипта на одной виртуальной машине в оркестратор на Docker и Kubernetes и почему в итоге мы открыли её код. Читать далее ## Getting started with Meilisearch: A complete guide DevFeed: [Getting started with Meilisearch: A complete guide]() Original publisher: [Read original article]() Author: Michiel Mulders Published: 2026-07-28T16:00:35Z Content type: tutorial Language: en Sources: [LogRocket Blog]() Topics: [AI search](), [Retrieval Augmented Generation (RAG)](), [AI, ML & Data Engineering](), [SDKs](), [API keys]() Tags: [ai](), [apis](), [authentication](), [cloud](), [dev](), [guide](), [open-source](), [retrieval](), [rust](), [search](), [tutorial](), [uncategorized]() ### AI overview A tutorial for setting up Meilisearch, indexing documents, and using keyword, semantic, and hybrid search with AI-powered retrieval. ### Source excerpt Learn how to set up Meilisearch, index documents, and build keyword, semantic, and hybrid search with AI-powered retrieval. The post Getting started with Meilisearch: A complete guide appeared first on LogRocket Blog. [Next page]()