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Изходен канал @clockstackwheels · Post #1238 · 15.05

Сделал в компании доклад о применении ИИ в архитектуре, давайте и вам расскажу. Фокус в использовании подхода architecture as code: абсолютно все архитектурные артефакты у нас это тексты. С обычной документацией понятно, это и так некоторый набор текстовых файлов, чаще всего в макрдауне. Для них мы применяем структурный шаблон Arc42 — список из 12 пунктов, по которым нужно распределить информацию о проектируемой системе. Структурный шаблон, во-первых, хорошо известен нейронкам, и они сразу понимают, о чём речь. Во-вторых, можно кинуться в модель бизнес-требованиям и очень быстро создать некий первоначальный набросок, от которого вы дальше уже пляшете, уточняя по пунктам и исправляя ошибки ИИ. Ну и, в-третьих, готовая структура с ящиками, по которым нужно всё раскладывать, это гораздо лучше, чем свалка ADR'ок, как это нередко бывает в компаниях. Со схемами и диаграммами ещё интереснее. Берём инструменты со своими DSL-языками, такие, как Structurizr и PlantUML. Вся схема или диаграмма целиком определяется текстовым файлом. Можно применять Git со всеми его преимуществами. А для нейронок это родная среда: вы, как человек, смотрите на схему глазами, но нейронка работает с её DSL-файлом. Навскидку тут прирост эффективности даже больше, чем в программировании, потому что DSL это просто синтаксис, без смыслового наполнения, человеку его можно вообще не знать. Ты пишешь промпты, а смотришь уже на картинку, сгенерированную схему, и следующим промптом указываешь, где какие правки сделать. Нейронке при этом не приходится думать про потоки, асинхронность, типы данных, она просто правит текст как текст, поскольку у DSL нет поведения. Тут как раз наиболее видна разница между рутинной и интеллектуальной частью работы. Как именно будет выглядеть схема, продумывает архитектор. Если доверить это нейронке, даже мощной, будет полно ошибок, неоптимальностей, неучтённых нюансов среды и так далее. Но вот само по себе написание синтаксиса — имба. #dev@clockstackwheels

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python-telegram-bot

@pythontelegrambotchannel · Post #89 · 07.10.2020 г., 20:06

The v13 release is not just a release either, it is also our official announcement of participation in the annual #hacktoberfest. 💻🥨 We know that we're a few days late to the party, but v13 had to get ready before. 😉 This year, the fest is opt-in for projects and we definitely want to opt into taking part in this great event! If you ever thought about starting coding or giving back to your favourite open source repositories, now is the time! Head over to the hacktoberfest website to learn more about it. We already prepared some issues on our repositories and aim towards opening more issues for starters, but feel free to begin a hunt for improvements and fixes by yourself!

python-telegram-bot

@pythontelegrambotchannel · Post #75 · 01.10.2019 г., 05:44

Fellow programmers. Happy #hacktoberfest. This event, hosted over here, is about giving back to open source projects. We encourage you all to check it out and make some contributions. We prepared some issues by ourself, they can be found here, but fear not to take on other issues in our repo. If you have any questions, feel free to ask them away in our chats, we are there to help!

GitHub Trends

@githubtrending · Post #14980 · 20.07.2025 г., 12:30

#html#hacktoberfest CSS exercises help you practice styling web pages by editing HTML and CSS files to match given designs. You can use resources like documentation and Google to complete them, which builds your real-world skills without needing to memorize everything. Practicing this way improves your understanding of CSS, making it easier to create visually appealing, user-friendly websites that load faster and work well on different devices. It also helps you learn how to organize and update styles efficiently, which is important for web development jobs. Using git to save your work encourages good coding habits. This hands-on practice boosts your confidence and prepares you for real projects[1][2][3][4]. https://github.com/TheOdinProject/css-exercises

GitHub Trends

@githubtrending · Post #15196 · 04.10.2025 г., 12:00

#javascript#hacktoberfest#stremio Stremio is an easy-to-use media center app that lets you find, watch, and organize movies, TV shows, live channels, and more from many sources in one place. You can install addons to add content, sync your library across devices, and even download videos for offline viewing. It supports subtitles, Chromecast streaming, and high-quality formats like 4K HDR. Stremio keeps your data safe by running addons remotely and respects your privacy with minimal data collection. This means you get a secure, convenient, and personalized streaming experience without switching apps or worrying about security. https://github.com/Stremio/stremio-web

GitHub Trends

@githubtrending · Post #14646 · 30.04.2025 г., 11:30

#python#erp#hacktoberfest#odoo#python These tools are for Odoo administrators to improve technical features. They include modules like **attachment queue**, **auto backup**, and **audit log**, which help manage files, secure data, and track changes. Other modules like **sentry** and **server action logging** help monitor errors and server actions. These tools make Odoo more efficient and easier to manage, providing benefits like better data security and improved system performance. https://github.com/OCA/server-tools

GitHub Trends

@githubtrending · Post #15378 · 31.12.2025 г., 11:30

#javascript#erp#hacktoberfest#odoo#python OCA/web offers 40+ free addons for Odoo 18 web interface, like dark mode, responsive design, custom calendars, notifications, charts, and tree view improvements with maintainers listed. All pass pre-commit, build, and translation checks, licensed AGPL-3.0 or per module. You gain easy UI enhancements to customize Odoo backend faster, boost usability on mobile/touchscreens, save time on exports/filters, and improve productivity without coding from scratch. https://github.com/OCA/web

GitHub Trends

@githubtrending · Post #14645 · 29.04.2025 г., 12:00

#java#amazon#aws#aws_sdk#hacktoberfest#java The AWS SDK for Java 2.0 is a major upgrade offering non-blocking I/O for faster performance, customizable HTTP implementations, and easier integration with AWS services like S3 and DynamoDB through Maven, helping developers build scalable applications efficiently. https://github.com/aws/aws-sdk-java-v2

GitHub Trends

@githubtrending · Post #14658 · 01.05.2025 г., 15:00

#java#cloud_native#hacktoberfest#java#kubernetes#reactive Quarkus is a Java framework designed for cloud-native and container-first applications, making Java apps start up much faster and use less memory, which lowers cloud costs. It supports both traditional and reactive programming styles in one framework, so you can develop efficiently without learning new tools. Quarkus uses build-time processing and can compile to native images for even better performance. It integrates popular Java standards and libraries, making development smoother and more enjoyable. This means you can build modern, fast, and cost-effective Java applications easily, especially for Kubernetes and cloud environments[1][2][4][5]. https://github.com/quarkusio/quarkus

GitHub Trends

@githubtrending · Post #15479 · 08.02.2026 г., 14:30

#shell#automation#docker#hacktoberfest#home#iot Home Assistant apps extend your smart home setup with tools like MQTT brokers, MariaDB databases, Duck DNS for secure remote access, file editors, Samba sharing, Zigbee/Z-Wave controllers, and more, all installed easily via the frontend. This benefits you by unifying device control in one app for powerful local automations, better privacy without cloud reliance, no subscriptions, and flexibility across brands—simplifying management even if internet fails. https://github.com/home-assistant/addons

GitHub Trends

@githubtrending · Post #15290 · 11.11.2025 г., 14:30

#python#hacktoberfest#hacktoberfest_accepted#hacktoberfest2021#pywhatkit PyWhatKit is a simple Python library that helps automate everyday tasks like sending WhatsApp messages, sharing images, playing YouTube videos, converting text to handwriting, and more. It works right away with no extra setup and supports the latest Python versions. With PyWhatKit, you can schedule messages, control your PC remotely, and even turn images into ASCII art. This saves time and makes it easy to handle routine jobs, making your daily workflow faster and more efficient. https://github.com/Ankit404butfound/PyWhatKit

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