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[Перевод] Гид по AI-инструментам для разработки в 2025

Всем привет!
Меня зовут Александр, я COO в SaaS-платформе аналитики данных. Последний год активно изучаю внедрение AI-решений в кросс-функциональные процессы. Делюсь полезными материалами, которые считаю стоят внимания. В основном про AI, изменение процессов, тренды и продуктовое видение.

У себя в телеграм-канале делюсь сжатыми и структурированными саммери статей.

Сегодняшний перевод — An Opinionated Guide on the Best AI Coding Tools in 2025 | Colin Matthews

Сравнительные тесты 6 AI-инструментов для разработки показали, что лучший выбор зависит от задачи. Для быстрых прототипов из текста или Figma лидирует Bolt, который генерирует результат за 15 секунд. Replit удивил, успешно построив рабочую JS-игру и полноценное full-stack приложение за один промпт.

Replit не просто генерирует код, но и проверяет его с помощью скриншотов, имитируя цикл обратной связи разработчика. Такой подход позволяет инструменту "одним выстрелом" создавать даже сложные приложения или игры вроде 2D Zelda (скриншоты, проверка).


Существует так много AI-инструментов для кодинга, что трудно понять, с чего начать. Поэтому я объединился с Colin (который научил более 1000 студентов создавать AI-приложения), чтобы провести демо и найти лучший инструмент для каждого варианта использования:

  1. Из текста в прототип

  2. Из Figma в прототип

  3. Игра на JavaScript

  4. Полнофункциональное личное приложение

  5. Профессиональная разработка

Мы дали Bolt, v0, Lovable, Replit, Cursor и Windsurf одни и те же запросы и получили неожиданные результаты. Посмотрите видео, чтобы убедиться в этом сами:


Из текста в прототип: Bolt для скорости и гибкости

Bolt (вверху слева) создал лучший клон LinkedIn за наименьшее время
Bolt (вверху слева) создал лучший клон LinkedIn за наименьшее время

Bolt — наш выбор здесь. При прототипировании вам нужно что-то, что быстро выглядит отлично, чтобы показать пользователям. Bolt был безусловно самым быстрым в наших тестах:

  1. Bolt превосходен в быстрой итерации. Он часто может генерировать отлично выглядящие прототипы за 15 секунд или меньше.

  2. V0 предпочитает определенный стиль. Он делает всё похожим на ShadCN UI, независимо от того, хотите ли вы этот стиль или нет.

  3. Lovable ориентирован на новичков. Его визуальный редактор хорош, но редактирование кода было громоздким, а отзывы о его обновлении 2.0 смешанные.

  4. Replit занимает больше всего времени. Он создает как клиентский, так и серверный код, что отлично подходит для готовых приложений, но избыточно для прототипов.


Из Figma в прототип: Bolt снова нас удивляет

Bolt (внизу справа) наиболее точно соответствует дизайну Figma (вверху слева)
Bolt (внизу справа) наиболее точно соответствует дизайну Figma (вверху слева)

Bolt снова наш победитель. У конкурентов был отрыв в интеграции с Figma, но Bolt показал наиболее точное воспроизведение дизайнов Figma. Он также создает самые красивые лендинги благодаря недавнему обновлению дизайна.

  1. Bolt создал точные прототипы. Он лучше, чем любой конкурент, соответствовал нашему дизайну Figma.

  2. V0 любит менять стиль дизайна. Снова, он склонен делать всё в стиле ShadCN UI вместо того, чтобы отражать ваш фактический дизайн.

  3. Lovable работал непоследовательно. Lovable создал лучший прототип из скриншота, чем из Figma.


Игры: Replit позволяет получить удовольствие за один раз

Replit (вверху слева) создал 2D карту, AI врагов и направленный бой
Replit (вверху слева) создал 2D карту, AI врагов и направленный бой

Replit нас здесь шокировал. Я пробовал "вайб-кодить" игры с помощью Cursor, но должен признать, что Replit оказался намного лучше в создании игр по одному запросу. Мы попросили каждый инструмент "создать 2D Zelda":

  1. Replit создал функциональный клон Zelda. В нём были бой, ландшафт и даже AI врагов.

  2. Windsurf создал отличный UX, но не хватало функциональности. Графика выглядела великолепно, но мы не могли двигать нашего персонажа.

  3. Cursor получил основы, но не хватило доработки. Он создал квадрат, который мы могли двигать, но не имел визуальной детализации Replit.

  4. Firebase Studio полностью провалился. Он создал только красный квадрат, с которым нельзя было взаимодействовать.

Хотя агент Replit работал дольше, он показал лучшие результаты. Нас впечатлило, как он проверяет свою работу с помощью скриншотов.


Полнофункциональное личное приложение: Replit снова справляется с первого раза

Мы не можем поверить, что Replit построил это за один раз
Мы не можем поверить, что Replit построил это за один раз

Replit снова оказался лучшим. Как и в примере с игрой, это был единственный инструмент, который создал полноценное приложение для отслеживания привычек за один раз.

  1. Replit отлично справился с полным стеком. Он создал приложение с навигацией, сохранением данных и визуализацией, которое почти готово к запуску.

  2. Cursor хорошо справился с основами. Он сгенерировал приличный UI с вводом данных, но сервер и навигация приложения были ограничены.

  3. Windsurf столкнулся с трудностями в дизайне. Он создал визуально запутанный интерфейс с тестовыми данными и ограниченной функциональностью.

  4. Firebase Studio снова потерпел неудачу. Он выдал на экране только слово "goals". Google определенно нужно доработать этот инструмент.

Справедливости ради, наше внимание до сих пор было сосредоточено на создании игры или приложения по одному запросу. Для большего количества итераций вы, возможно, захотите рассмотреть...


Профессиональная разработка: спор Cursor против Windsurf

Здесь настоящая лотерея. Cursor и Windsurf идут ноздря в ноздрю, поэтому я попросил команды, стоящие за каждым продуктом, рассказать об их сильных сторонах. Вот что они сказали:

Cursor

  1. Самый популярный. Cursor используют 7 миллионов разработчиков и компании из списка Fortune 1000.

  2. Быстрое, точное автодополнение по Tab. Профессиональные разработчики используют "Tab" чаще, чем агента.

  3. Больше объясняет, что делает. Он склонен больше коммуницировать о том, что делает, вместо того чтобы сразу переходить к коду.

Windsurf

  1. Широкий контекст. Он разработан для эффективной работы с большими кодовыми базами.

  2. Безопасность корпоративного уровня. Сертифицирован по FedRAMP с соблюдением HIPAA, возможностями самохостинга и политикой нулевого хранения данных по умолчанию.

  3. Дешевле, чем Cursor. Стоит 15 долларов в месяц против 20 долларов в месяц у Cursor.

Гонка между этими двумя крайне напряженная. Будет интересно посмотреть, будет ли Windsurf приобретен OpenAI и как это изменит ситуацию (P.S. На этой неделе я беру интервью у Varun, CEO Windsurf.


"Темные лошадки" среди AI-инструментов, за которыми стоит следить

HeyBoss имитирует общение AI в ветке Slack во время генерации вашего прототипа
HeyBoss имитирует общение AI в ветке Slack во время генерации вашего прототипа

Помимо основных игроков, есть несколько "темных лошадок", за которыми стоит следить:

  1. Magic Patterns оптимизирует обратную связь от пользователей. Вы можете поделиться своим прототипом по ссылке и легко предложить пользователям заполнить форму обратной связи.

  2. HeyBoss пытается генерировать полноценное приложение за один раз. Как и Replit, агент HeyBoss работает дольше, но, как правило, создает приложения за один раз. У него также есть некоторые своеобразные дизайнерские решения.

  3. Cline — это альтернатива VS Code с открытым исходным кодом. Он работает в вашей существующей IDE и пытается быть более коллаборативным, чем Cursor/Windsurf (например, задает больше вопросов).

  4. Claude Code работает в вашем терминале. Общий консенсус таков, что он генерирует код более высокого качества, чем AI-IDE для кодинга, но гораздо дороже.

  5. Devin действует как автономный AI-инженер. Он может самостоятельно запускать кодовые базы, искать в интернете и тестировать в браузерах. Claire Vo клянется им.


Итак, какой инструмент AI-кодинга вам следует использовать?

Сводка лучших AI-инструментов для кодинга для каждого варианта использования
Сводка лучших AI-инструментов для кодинга для каждого варианта использования

Вот краткое изложение наших любимых AI-инструментов для кодинга для каждого варианта использования:

  • Из текста в прототип: Bolt

  • Из Figma в прототип: Bolt

  • Создание Javascript-игр: Replit

  • Полнофункциональные личные приложения: Replit

  • Профессиональная разработка: Cursor или Windsurf

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    A thief took my Dogecoin and wrecked my life. Then Mr. Sylvester stepped in and changed everything. He got back €211,000 for me, every single cent of my gains. His calm confidence and strong tech skills rebuilt my trust. Thanks to him, I recovered my cash with no issues. After months of stress, I felt huge relief. I had full faith in him. If a scam stole your money, reach out to him today at { yt7cracker@gmail . com } His help sparked my full turnaround.

  • 12.10.25 01:12 harristhomas7376

    "In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 12.10.25 01:12 harristhomas7376

    "In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 12.10.25 19:53 Tonerdomark

    A crook swiped my Dogecoin. It ruined my whole world. Then Mr. Sylvester showed up. He fixed it all. He pulled back €211,000 for me. Not one cent missing from my profits. His steady cool and sharp tech know-how won back my trust. I got my money smooth and sound. After endless worry, relief hit me hard. I trusted him completely. Lost cash to a scam? Hit him up now at { yt7cracker@gmail . com }. His aid turned my life around. WhatsApp at +1 512 577 7957.

  • 12.10.25 21:36 blessing

    Writing this review is a joy. Marie has provided excellent service ever since I started working with her in early 2018. I was worried I wouldn't be able to get my coins back after they were stolen by hackers. I had no idea where to begin, therefore it was a nightmare for me. However, things became easier for me after my friend sent me to [email protected] and +1 7127594675 on WhatsApp. I'm happy that she was able to retrieve my bitcoin so that I could resume trading.

  • 13.10.25 01:11 elizabethrush89

    God bless Capital Crypto Recover Services for the marvelous work you did in my life, I have learned the hard way that even the most sensible investors can fall victim to scams. When my USD was stolen, for anyone who has fallen victim to one of the bitcoin binary investment scams that are currently ongoing, I felt betrayal and upset. But then I was reading a post on site when I saw a testimony of Wendy Taylor online who recommended that Capital Crypto Recovery has helped her recover scammed funds within 24 hours. after reaching out to this cyber security firm that was able to help me recover my stolen digital assets and bitcoin. I’m genuinely blown away by their amazing service and professionalism. I never imagined I’d be able to get my money back until I complained to Capital Crypto Recovery Services about my difficulties and gave all of the necessary paperwork. I was astounded that it took them 12 hours to reclaim my stolen money back. Without a doubt, my USDT assets were successfully recovered from the scam platform, Thank you so much Sir, I strongly recommend Capital Crypto Recover for any of your bitcoin recovery, digital funds recovery, hacking, and cybersecurity concerns. You reach them Call/Text Number +1 (336)390-6684 His Email: [email protected] Contact Telegram: @Capitalcryptorecover Via Contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 13.10.25 01:11 elizabethrush89

    God bless Capital Crypto Recover Services for the marvelous work you did in my life, I have learned the hard way that even the most sensible investors can fall victim to scams. When my USD was stolen, for anyone who has fallen victim to one of the bitcoin binary investment scams that are currently ongoing, I felt betrayal and upset. But then I was reading a post on site when I saw a testimony of Wendy Taylor online who recommended that Capital Crypto Recovery has helped her recover scammed funds within 24 hours. after reaching out to this cyber security firm that was able to help me recover my stolen digital assets and bitcoin. I’m genuinely blown away by their amazing service and professionalism. I never imagined I’d be able to get my money back until I complained to Capital Crypto Recovery Services about my difficulties and gave all of the necessary paperwork. I was astounded that it took them 12 hours to reclaim my stolen money back. Without a doubt, my USDT assets were successfully recovered from the scam platform, Thank you so much Sir, I strongly recommend Capital Crypto Recover for any of your bitcoin recovery, digital funds recovery, hacking, and cybersecurity concerns. You reach them Call/Text Number +1 (336)390-6684 His Email: [email protected] Contact Telegram: @Capitalcryptorecover Via Contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 14.10.25 01:15 tyleradams

    Hi. Please be wise, do not make the same mistake I had made in the past, I was a victim of bitcoin scam, I saw a glamorous review showering praises and marketing an investment firm, I reached out to them on what their contracts are, and I invested $28,000, which I was promised to get my first 15% profit in weeks, when it’s time to get my profits, I got to know the company was bogus, they kept asking me to invest more and I ran out of patience then requested to have my money back, they refused to answer nor refund my funds, not until a friend of mine introduced me to the NVIDIA TECH HACKERS, so I reached out and after tabling my complaints, they were swift to action and within 36 hours I got back my funds with the due profit. I couldn’t contain the joy in me. I urge you guys to reach out to NVIDIA TECH HACKERS on their email: [email protected]

  • 14.10.25 08:46 robertalfred175

    CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 14.10.25 08:46 robertalfred175

    CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 14.10.25 08:46 robertalfred175

    CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 15.10.25 18:07 crypto

    Cryptocurrency's digital realm presents many opportunities, but it also conceals complex frauds. It is quite painful to lose your cryptocurrency to scam. You can feel harassed and lost as a result. If you have been the victim of a cryptocurrency scam, this guide explains what to do ASAP. Following these procedures will help you avoid further issues or get your money back. Communication with Marie ([email protected] and WhatsApp: +1 7127594675) can make all the difference.

  • 15.10.25 21:52 harristhomas7376

    "In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 15.10.25 21:52 harristhomas7376

    "In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

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