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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⏳5-Year Legacy: Continuous evolution and optimization since 2021.
🎯 Pure Simplicity: Clear Buy/Sell signals with a fixed 5-minute expiry.
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⚡️PRO THUNDER V12: THE ELITE TRADING STANDARD⚡️
Stop settling for repainting tools and local scripts. Pro Thunder V12 is the culmination of 5 years of development by SS7Trader Ltd.
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✅Registered Authority: Built by a verified company, not an anonymous team.
⏳5-Year Legacy: Continuous evolution and optimization since 2021.
🎯 Pure Simplicity: Clear Buy/Sell signals with a fixed 5-minute expiry.
🌍 Universal: Works on any broker, any chart, and any timeframe.
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Pro Thunder V12: The Ultimate Trading Solution!
The wait is over! Pro Thunder V12 is finally here to revolutionize your trading. It's time to trade smarter with V12 Intelligence and leave the emotions behind.
⚙Featuring Four New Layers of Intelligence In Pro Thunder V12 Version:
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⭐️Neural Channel
⭐️Live News Panel
⭐️Neural Networks 2.0 (Upgraded)
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👉 100% Non-Repaint: Trustworthy signals that never disappear.
👉 85%+ Win Rate: High accuracy for consistent results.
👉Zero Martingale: A safer approach to trading.
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👉Telegram Alerts: Get notified instantly on your phone.
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Pro Thunder V12: The Ultimate Trading Solution!
The wait is over! Pro Thunder V12 is finally here to revolutionize your trading. It's time to trade smarter with V12 Intelligence and leave the emotions behind.
⚙Featuring Four New Layers of Intelligence In Pro Thunder V12 Version:
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⭐️Neural Channel
⭐️Live News Panel
⭐️Neural Networks 2.0 (Upgraded)
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👉Telegram Alerts: Get notified instantly on your phone.
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