{"id":587226,"date":"2026-02-07T03:28:08","date_gmt":"2026-02-07T11:28:08","guid":{"rendered":"https:\/\/clickup.com\/blog\/?p=587226"},"modified":"2026-02-07T03:28:12","modified_gmt":"2026-02-07T11:28:12","slug":"how-to-use-devin-ai-build-applications","status":"publish","type":"post","link":"https:\/\/clickup.com\/blog\/how-to-use-devin-ai-build-applications\/","title":{"rendered":"How to Use Devin AI for Building Applications"},"content":{"rendered":"\n<p>Building an app goes way beyond writing and shipping code. <\/p>\n\n\n\n<p>The process is packed with understanding the repo, making a plan, changing the right files, running tests, debugging failures, and opening a clean PR that someone can actually review.<\/p>\n\n\n\n<p>That is the gap Devin AI is meant to close. <\/p>\n\n\n\n<p>Devin is designed to take on real engineering work end to end, from ticket to plan to tests to pull requests, using a sandboxed dev environment and common developer tools.<\/p>\n\n\n\n<p>In this blog, you will learn how to use Devin AI to build applications, including scoping work in Ask mode, turning that scope into an agent session, reviewing what it proposes, and getting to a PR you can ship with confidence.<\/p>\n\n\n<div class=\"wp-block-ub-table-of-contents-block ub_table-of-contents\" id=\"ub_table-of-contents-a217ba34-7d8d-41f7-96e4-d794452153fa\" data-linktodivider=\"false\" data-showtext=\"show\" data-hidetext=\"hide\" data-scrolltype=\"auto\" data-enablesmoothscroll=\"false\" data-initiallyhideonmobile=\"false\" data-initiallyshow=\"true\"><div class=\"ub_table-of-contents-header-container\" style=\"\">\n\t\t\t<div class=\"ub_table-of-contents-header\" style=\"text-align: left; \">\n\t\t\t\t<div class=\"ub_table-of-contents-title\">How to Use Devin AI for Building Applications<\/div>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t<\/div><div class=\"ub_table-of-contents-extra-container\" style=\"\">\n\t\t\t<div class=\"ub_table-of-contents-container ub_table-of-contents-1-column \">\n\t\t\t\t<ul style=\"\"><li style=\"\"><a href=\"https:\/\/clickup.com\/blog\/how-to-use-devin-ai-build-applications\/#0-what-is-devin-ai\" style=\"\">What Is Devin AI?<\/a><\/li><li style=\"\"><a href=\"https:\/\/clickup.com\/blog\/how-to-use-devin-ai-build-applications\/#1-what-devin-ai-does-best-for-application-development\" style=\"\">What Devin AI Does Best for Application Development<\/a><\/li><li style=\"\"><a href=\"https:\/\/clickup.com\/blog\/how-to-use-devin-ai-build-applications\/#2-how-devin-ai-works\" style=\"\">How Devin AI Works<\/a><\/li><li style=\"\"><a href=\"https:\/\/clickup.com\/blog\/how-to-use-devin-ai-build-applications\/#3-how-to-set-up-devin-ai\" style=\"\">How to Set Up Devin AI<\/a><\/li><li style=\"\"><a href=\"https:\/\/clickup.com\/blog\/how-to-use-devin-ai-build-applications\/#8-how-to-build-your-first-application-with-devin-ai\" style=\"\">How to Build Your First Application With Devin AI<\/a><\/li><li style=\"\"><a href=\"https:\/\/clickup.com\/blog\/how-to-use-devin-ai-build-applications\/#13-tips-for-getting-better-results-from-devin-ai\" style=\"\">Tips for Getting Better Results From Devin AI<\/a><\/li><li style=\"\"><a href=\"https:\/\/clickup.com\/blog\/how-to-use-devin-ai-build-applications\/#14-limitations-of-using-devin-ai-to-build-applications\" style=\"\">Limitations of Using Devin AI to Build Applications<\/a><\/li><li style=\"\"><a href=\"https:\/\/clickup.com\/blog\/how-to-use-devin-ai-build-applications\/#15-how-to-manage-devin-ai-projects-in-clickup\" style=\"\">How to Manage Devin AI Projects in ClickUp<\/a><\/li><li style=\"\"><a href=\"https:\/\/clickup.com\/blog\/how-to-use-devin-ai-build-applications\/#20-ship-the-workflow-not-just-the-code-with-clickup\" style=\"\">Ship the Workflow, Not Just the Code, With ClickUp<\/a><\/li><li style=\"\"><a href=\"https:\/\/clickup.com\/blog\/how-to-use-devin-ai-build-applications\/#21-faqs\" style=\"\">FAQs<\/a><\/li><\/ul>\n\t\t\t<\/div>\n\t\t<\/div><\/div>\n\n\n<h2 class=\"wp-block-heading\" id=\"0-what-is-devin-ai\">What Is Devin AI?<\/h2>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1400\" height=\"647\" src=\"https:\/\/clickup.com\/blog\/wp-content\/uploads\/2026\/02\/image-107-1400x647.png\" alt=\"\" class=\"wp-image-587232\" srcset=\"https:\/\/clickup.com\/blog\/wp-content\/uploads\/2026\/02\/image-107-1400x647.png 1400w, https:\/\/clickup.com\/blog\/wp-content\/uploads\/2026\/02\/image-107-300x139.png 300w, https:\/\/clickup.com\/blog\/wp-content\/uploads\/2026\/02\/image-107-768x355.png 768w, https:\/\/clickup.com\/blog\/wp-content\/uploads\/2026\/02\/image-107-1536x709.png 1536w, https:\/\/clickup.com\/blog\/wp-content\/uploads\/2026\/02\/image-107-700x323.png 700w, https:\/\/clickup.com\/blog\/wp-content\/uploads\/2026\/02\/image-107.png 1600w\" sizes=\"auto, (max-width: 1400px) 100vw, 1400px\" \/><figcaption class=\"wp-element-caption\">via <a href=\"https:\/\/devin.ai\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Devin AI<\/a><\/figcaption><\/figure><\/div>\n\n\n<p>Devin AI is an autonomous AI software engineer created by Cognition Labs. Unlike code-completion tools that suggest snippets, Devin acts as a full-fledged agent that independently plans, writes, tests, and debugs code to complete entire <a href=\"https:\/\/clickup.com\/blog\/software-development-lifecycle\/\">development tasks<\/a>.<\/p>\n\n\n\n<p>Further, Devin operates in its own secure, <a href=\"https:\/\/clickup.com\/p\/ai-prompts\/regulatory-sandbox-testing\">sandboxed environment<\/a> equipped with a shell, code editor, and browser. This allows it to execute entire workflows from start to finish.<\/p>\n\n\n<div style=\"border: 3px solid #000000; border-radius: 0%; background-color: inherit; \" class=\"ub-styled-box ub-bordered-box wp-block-ub-styled-box\" id=\"ub-styled-box-e221c160-00e7-4772-8667-6de28e082830\">\n<p id=\"ub-styled-box-bordered-content-\"><strong>\ud83d\udc40 Did You Know?<\/strong> A recent <a href=\"https:\/\/www.sonarsource.com\/company\/press-releases\/sonar-data-reveals-critical-verification-gap-in-ai-coding\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Sonar State of Code Developer Survey<\/a> uncovered a surprising gap in how developers handle AI-generated code. <\/p>\n\n\n\n<p>While 96% of developers admit they don&#8217;t fully trust that AI-generated code is functionally correct, only 48% say they always verify or check it before committing it to the codebase. This \u2018verification gap\u2019 means a lot of potentially unreliable code might be shipping faster than ever, despite widespread skepticism about AI&#8217;s output.<\/p>\n\n\n<\/div>\n\n\n<h2 class=\"wp-block-heading\" id=\"1-what-devin-ai-does-best-for-application-development\">What Devin AI Does Best for Application Development<\/h2>\n\n\n\n<p>Here are the use cases where Devin provides the most value: \u2728<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Full-stack prototyping:<\/strong> Give it a prompt, and Devin can scaffold an entire application, handling the frontend, backend, and database setup to get a new project off the ground in minutes<\/li>\n\n\n\n<li><strong>Codebase migrations:<\/strong> It can take on the tedious work of updating dependencies, refactoring legacy code to modern standards, or migrating an entire application to a new framework<\/li>\n\n\n\n<li><strong>Bug fixing and debugging:<\/strong> Point it to a bug report or an issue, and Devin can trace the problem, write the necessary code to fix it, and run tests to verify the solution works<\/li>\n\n\n\n<li><strong>Writing tests and documentation:<\/strong> It can generate unit tests, integration tests, and inline documentation for existing code, improving your codebase&#8217;s health and maintainability<\/li>\n\n\n\n<li><strong>Repetitive feature implementation:<\/strong> It excels at building out standard features like CRUD (Create, Read, Update, Delete) operations, new <a href=\"https:\/\/clickup.com\/blog\/api-documentation-examples\/\">API endpoints<\/a>, and form handling<\/li>\n<\/ul>\n\n\n\n<p>While Devin is a powerful executor, human oversight remains essential. You&#8217;ll still need your team&#8217;s expertise for nuanced user experience decisions and<a href=\"https:\/\/clickup.com\/blog\/software-engineering-trends\/\"> complex system architecture<\/a>. Devin follows instructions but doesn&#8217;t make strategic tradeoffs on its own.<\/p>\n\n\n<div style=\"background-color: #d9edf7; color: #31708f; border-left-color: #31708f; \" class=\"ub-styled-box ub-notification-box wp-block-ub-styled-box\" id=\"ub-styled-box-037567e7-5a8e-4e07-9b4d-a4bc844405e0\">\n<p id=\"ub-styled-box-notification-content-\">\u2b50 <strong>Bonus: <\/strong><a href=\"https:\/\/clickup.com\/blog\/prototyping-tools\/\"><strong>Best Prototyping Tools for Designers<\/strong><\/a><strong>\u00a0<\/strong><\/p>\n\n\n<\/div>\n\n\n<h2 class=\"wp-block-heading\" id=\"2-how-devin-ai-works\">How Devin AI Works<\/h2>\n\n\n\n<p>Devin operates on an &#8216;agent loop.&#8217; It receives a task and creates a step-by-step plan. <\/p>\n\n\n\n<p>Then it executes those steps in its sandboxed environment and analyzes the results to inform its next move. This planning-then-execution cycle allows it to handle complex, multi-step development work.<\/p>\n\n\n\n<p>To get the job done, Devin uses three core tools:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Shell:<\/strong> It can run terminal commands to install dependencies, execute scripts, and manage its environment<\/li>\n\n\n\n<li><strong>IDE:<\/strong> It has a fully functional code editor to read, write, and modify files in your project<\/li>\n\n\n\n<li><strong>Browser:<\/strong> It can access the internet to look up documentation, read API specs, and gather information needed to complete a task<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"3-how-to-set-up-devin-ai\">How to Set Up Devin AI<\/h2>\n\n\n\n<p>Before you can build your first application, you need to complete three setup steps: creating an account, connecting your repository, and configuring your workspace. <\/p>\n\n\n\n<p>Make sure you have a GitHub account, a repository to work with (a new or existing one is fine), and a first task in mind.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"4-1-sign-up-and-choose-a-plan\">1. Sign up and choose a plan<\/h3>\n\n\n\n<p>First, head to Devin&#8217;s website to create your account and complete the onboarding process. Your plan will determine your session limits and available features. Teams can easily start with individual accounts and scale up as their usage grows.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"5-2-connect-your-github-repository\"><strong>2. <\/strong>Connect your GitHub repository<\/h3>\n\n\n\n<p>Next, you&#8217;ll connect your GitHub account. Devin uses OAuth, a standard and secure authorization protocol, to request access to your repositories. This allows the tool to read your code, create new branches, and open PRs with the code it generates. For your first few experiments, it&#8217;s a good idea to start with a test repository or a non-critical project.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1201\" height=\"1400\" src=\"https:\/\/clickup.com\/blog\/wp-content\/uploads\/2026\/02\/image-108-1201x1400.png\" alt=\"Devin_How to Use Devin AI for Building Applications\" class=\"wp-image-587233\" srcset=\"https:\/\/clickup.com\/blog\/wp-content\/uploads\/2026\/02\/image-108-1201x1400.png 1201w, https:\/\/clickup.com\/blog\/wp-content\/uploads\/2026\/02\/image-108-257x300.png 257w, https:\/\/clickup.com\/blog\/wp-content\/uploads\/2026\/02\/image-108-768x896.png 768w, https:\/\/clickup.com\/blog\/wp-content\/uploads\/2026\/02\/image-108-700x816.png 700w, https:\/\/clickup.com\/blog\/wp-content\/uploads\/2026\/02\/image-108.png 1264w\" sizes=\"auto, (max-width: 1201px) 100vw, 1201px\" \/><figcaption class=\"wp-element-caption\">via Devin AI<\/figcaption><\/figure><\/div>\n\n\n<h3 class=\"wp-block-heading\" id=\"6-3-configure-your-workspace\">3<strong>. <\/strong>Configure your workspace<\/h3>\n\n\n\n<p>Finally, configure your workspace settings. Here, you can define environment variables, specify preferred frameworks, and set coding standards. Devin can easily learn your project&#8217;s specific conventions, especially if you provide context in your initial prompt or include a README.md file in your repository.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"7-4-start-your-first-devin-session\">4. Start your first Devin session<\/h3>\n\n\n\n<p>Once repos are indexed\/onboarded:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Create a new session and give Devin a task prompt (bug fix, test writing, refactor, small feature)<\/li>\n<\/ol>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"541\" src=\"https:\/\/clickup.com\/blog\/wp-content\/uploads\/2026\/02\/image-109.png\" alt=\"Dev_How to Use Devin AI for Building Applications\" class=\"wp-image-587234\" style=\"width:800px;height:auto\" srcset=\"https:\/\/clickup.com\/blog\/wp-content\/uploads\/2026\/02\/image-109.png 800w, https:\/\/clickup.com\/blog\/wp-content\/uploads\/2026\/02\/image-109-300x203.png 300w, https:\/\/clickup.com\/blog\/wp-content\/uploads\/2026\/02\/image-109-768x519.png 768w, https:\/\/clickup.com\/blog\/wp-content\/uploads\/2026\/02\/image-109-700x473.png 700w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><figcaption class=\"wp-element-caption\">via Devin<\/figcaption><\/figure><\/div>\n\n\n<ol start=\"2\" class=\"wp-block-list\">\n<li>Ask Devin to propose a plan first, then execute<\/li>\n\n\n\n<li>Review the changes and have Devin open a PR when ready<\/li>\n<\/ol>\n\n\n<div style=\"border: 3px solid #000000; border-radius: 0%; background-color: inherit; \" class=\"ub-styled-box ub-bordered-box wp-block-ub-styled-box\" id=\"ub-styled-box-80e6b601-ffbf-4634-8485-86fbaad5af0e\">\n<p id=\"ub-styled-box-bordered-content-\"><strong>\ud83d\udcee ClickUp Insight:<\/strong> 12% of respondents say AI agents are hard to set up or connect to their tools, and another 13% say there are too many steps just to get simple things done with Agents.<br>Data has to be piped in manually, permissions have to be redefined, and every workflow depends on a chain of integrations that can break or drift over time.<\/p>\n\n\n\n<p>Good news? You don\u2019t need to \u201cconnect\u201d<a href=\"https:\/\/clickup.com\/brain\/agents\"> ClickUp\u2019s Super Agents<\/a> to your tasks, Docs, chats, or meetings. They are natively embedded in your Workspace, using the same objects, permissions, and workflows as any other human coworker.<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"What Are ClickUp Super Agents? A New Era of AI at Work | ClickUp\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/g7WjicjbHlM?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<p>Because integrations, access controls, and context are inherited from the workspace by default, agents can act immediately across tools without custom wiring. Forget configuring agents from scratch!<\/p>\n\n\n\n<div class=\"wp-block-cu-buttons\"><a href=\"https:\/\/app.clickup.com\/signup?product=ai&amp;ai=true\" class=\"cu-button cu-button--purple cu-button--improved\">Try ClickUp Super Agents now!<\/a><\/div>\n\n\n<\/div>\n\n\n<h2 class=\"wp-block-heading\" id=\"8-how-to-build-your-first-application-with-devin-ai\">How to Build Your First Application With Devin AI<\/h2>\n\n\n\n<p>Building with Devin is a collaborative process, not a one-shot command. Expect to iterate, and you&#8217;ll get the best results.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"9-1-write-an-effective-prompt\">1. Write an effective prompt<\/h3>\n\n\n\n<p>The <a href=\"https:\/\/clickup.com\/blog\/how-to-write-ai-prompts\/\">quality of your prompt<\/a> directly determines the quality of Devin AI\u2019s output. The more precise your instructions, the fewer iterations you&#8217;ll need.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1400\" height=\"807\" src=\"https:\/\/clickup.com\/blog\/wp-content\/uploads\/2026\/02\/image-110-1400x807.png\" alt=\"Devin_How to Use Devin AI for Building Applications\" class=\"wp-image-587236\" srcset=\"https:\/\/clickup.com\/blog\/wp-content\/uploads\/2026\/02\/image-110-1400x807.png 1400w, https:\/\/clickup.com\/blog\/wp-content\/uploads\/2026\/02\/image-110-300x173.png 300w, https:\/\/clickup.com\/blog\/wp-content\/uploads\/2026\/02\/image-110-768x443.png 768w, https:\/\/clickup.com\/blog\/wp-content\/uploads\/2026\/02\/image-110-1536x885.png 1536w, https:\/\/clickup.com\/blog\/wp-content\/uploads\/2026\/02\/image-110-700x403.png 700w, https:\/\/clickup.com\/blog\/wp-content\/uploads\/2026\/02\/image-110.png 1600w\" sizes=\"auto, (max-width: 1400px) 100vw, 1400px\" \/><\/figure>\n\n\n\n<p>Use this framework for a powerful prompt:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Be specific about the outcome:<\/strong> Instead of \u2018Build an app,\u2019 try \u2018Build a task management API with user authentication using Node.js and PostgreSQL\u2019<\/li>\n\n\n\n<li><strong>Include technical constraints:<\/strong> Specify the programming language, framework, database, or styling libraries you want it to use<\/li>\n\n\n\n<li><strong>Define acceptance criteria:<\/strong> Be explicit about the deliverables. Specify the endpoints, UI features, test coverage, and the commands that should run successfully<\/li>\n\n\n\n<li><strong>Provide context:<\/strong> If you have existing code, documentation, or a broader <a href=\"https:\/\/clickup.com\/blog\/project-plan\/\">project plan<\/a>, link to it. The more the context, the better<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"10-2-review-devins-plan\">2. Review Devin&#8217;s plan<\/h3>\n\n\n\n<p>Before it writes a single line of code, Devin will generate a step-by-step plan. This is your most important checkpoint. Review the plan to ensure it addresses all of your requirements and that no steps seem misguided. <\/p>\n\n\n\n<p>Catching a misunderstanding here saves hours of code review later. You can give feedback and ask Devin AI to revise its plan before it begins.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"11-3-monitor-progress-in-the-interface\">3. Monitor progress in the interface<\/h3>\n\n\n\n<p>Once Devin AI starts working, its interface gives you a real-time window into its process. You can see the shell commands it&#8217;s running, the code it&#8217;s writing in the IDE, and the websites it&#8217;s visiting in the browser.<\/p>\n\n\n\n<p>Keep an eye on its progress and be ready to intervene if it gets stuck in a loop or starts heading in the wrong direction. You can pause, offer guidance, and then let it resume with your new instructions.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"12-4-review-and-merge-the-pull-request\"><strong>4. <\/strong>Review and merge the pull request<\/h3>\n\n\n\n<p>When Devin AI completes the task, it will create a new branch and open a <a href=\"https:\/\/clickup.com\/blog\/manage-pull-requests-across-distributed-teams\/\">pull request<\/a> on GitHub with all of its changes. <\/p>\n\n\n\n<p>And by now, run a standard <a href=\"https:\/\/clickup.com\/blog\/code-review\/\">code review<\/a>. Check for edge cases, verify whether all tests are passing, and manually inspect any security-sensitive code. In the meantime, Devin AI can respond to feedback on the pull request, iterating on its work until you&#8217;re ready to merge.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"13-tips-for-getting-better-results-from-devin-ai\">Tips for Getting Better Results From Devin AI<\/h2>\n\n\n\n<p>Here are some lessons learned from teams using Devin AI effectively:&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Define outcomes in observable checks<\/strong>: Replace fuzzy goals with pass\/fail criteria like \u2018tests pass,\u2019 \u2018endpoint returns 400 on invalid payload,\u2019 \u2018no new lint errors,\u2019 or \u2018p95 latency improves by 20%\u2019<\/li>\n\n\n\n<li><strong>Always include a verification loop<\/strong>: Give Devin the exact commands to run and what &#8216;success&#8217; output looks like, so it can validate work<\/li>\n\n\n\n<li><strong>Ask for a plan before implementation<\/strong>: Have it outline the approach, files it will touch, edge cases, and risks first to make sure you can catch wrong assumptions early<\/li>\n\n\n\n<li><strong>Anchor Devin to existing patterns in your repo<\/strong>: Point it to one similar endpoint\/component and say &#8216;mirror this structure&#8217; to prevent new architectures or inconsistent styles<\/li>\n\n\n\n<li><strong>Control refactors<\/strong>: Specify &#8216;minimum viable change&#8217; and allow cleanup only if required for correctness<\/li>\n\n\n\n<li><strong>Constrain the blast radius<\/strong>: State what must not change, like public API shape, database schema, auth flows, or build tooling, to keep the solution focused and safe<\/li>\n<\/ul>\n\n\n<div style=\"background-color: #d9edf7; color: #31708f; border-left-color: #31708f; \" class=\"ub-styled-box ub-notification-box wp-block-ub-styled-box\" id=\"ub-styled-box-adffef74-d341-443e-8e79-8ba6ee3fb94f\">\n<p id=\"ub-styled-box-notification-content-\">\ud83d\udcd6 <strong>Read More: <\/strong><a href=\"https:\/\/clickup.com\/blog\/ai-prompting-techniques\/\"><strong>Top AI Prompting Techniques to Improve Output Quality<\/strong><\/a><\/p>\n\n\n<\/div>\n\n\n<h2 class=\"wp-block-heading\" id=\"14-limitations-of-using-devin-ai-to-build-applications\">Limitations of Using Devin AI to Build Applications<\/h2>\n\n\n\n<p>Devin AI, too, has limitations you need to keep in mind. And they include:<\/p>\n\n\n\n<p><strong>\u274c Complex architectural decisions:<\/strong> Devin AI is an excellent executor, but it won&#8217;t make high-level strategic tradeoffs about your system&#8217;s design. That&#8217;s still part of your job<\/p>\n\n\n\n<p><strong>\u274c Highly ambiguous requirements:<\/strong> Without clear acceptance criteria, Devin AI might produce a solution that is technically correct but contextually wrong for your business needs<\/p>\n\n\n\n<p><strong>\u274c Novel or cutting-edge frameworks:<\/strong> Devin AI&#8217;s knowledge is vast but not infinite. If you&#8217;re working with a brand-new or obscure library, it may struggle to find relevant documentation<\/p>\n\n\n\n<p><strong>\u274c Security-critical code:<\/strong> You should always have a human expert manually review any code related to authentication, authorization, and data handling<\/p>\n\n\n\n<p><strong>\u274c Long-running sessions:<\/strong> For very large, complex tasks, Devin AI may hit its context limits or require careful session management to complete the work<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"15-how-to-manage-devin-ai-projects-in-clickup\">How to Manage Devin AI Projects in ClickUp<\/h2>\n\n\n\n<p>Using an AI agent like Devin introduces a layer of chaos you didn\u2019t consider earlier. That\u2019s <a href=\"https:\/\/clickup.com\/blog\/ai-sprawl\/\">AI sprawl<\/a>, where agent work spreads across tools and tabs until it becomes expensive, duplicated, and risky.&nbsp;<\/p>\n\n\n\n<p>One day, the task lives in the Devin UI, the decisions are buried in chat, and the real truth is hidden in a GitHub pull request. Your team ends up <a href=\"https:\/\/clickup.com\/blog\/context-switching\/\">context-switching<\/a> all day just to answer basic questions!<\/p>\n\n\n\n<p>This is when many shift to <a href=\"https:\/\/clickup.com\/\">ClickUp<\/a>. As the world\u2019s first <a href=\"https:\/\/clickup.com\/blog\/converged-ai-workspace\/\">Converged AI Workspace<\/a>, ClickUp gives you one place to manage the complete lifecycle of agent-driven engineering work, including specs, execution plans, tasks, approvals, and the audit trail. Let\u2019s see how:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"16-standardize-every-devin-request-with-a-single-intake-doc-\"><strong>Standardize every Devin request with a single intake Doc<\/strong><\/h3>\n\n\n\n<p>First and foremost, you need to standardize all requests with <a href=\"https:\/\/clickup.com\/features\/docs\">ClickUp Docs<\/a>. In other words, use one repeatable intake <a href=\"https:\/\/help.clickup.com\/hc\/en-us\/articles\/6325242385943-Create-apply-and-update-Doc-templates\">Doc template<\/a> as the front door for every operation you run on Devin AI, so the actual spec never gets trapped in a chat thread or buried inside a GitHub pull request.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"413\" src=\"https:\/\/clickup.com\/blog\/wp-content\/uploads\/2026\/02\/image-5.jpeg\" alt=\"Docs_How to Use Devin AI for Building Applications\" class=\"wp-image-587237\" srcset=\"https:\/\/clickup.com\/blog\/wp-content\/uploads\/2026\/02\/image-5.jpeg 800w, https:\/\/clickup.com\/blog\/wp-content\/uploads\/2026\/02\/image-5-300x155.jpeg 300w, https:\/\/clickup.com\/blog\/wp-content\/uploads\/2026\/02\/image-5-768x396.jpeg 768w, https:\/\/clickup.com\/blog\/wp-content\/uploads\/2026\/02\/image-5-700x361.jpeg 700w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><figcaption class=\"wp-element-caption\"><em>Standardize every request with a repeatable intake template using ClickUp Docs<\/em><\/figcaption><\/figure><\/div>\n\n\n<p>ClickUp Docs are structured, navigable documents you can build with pages and subpages. This means a single Devin project can hold everything from the initial brief to edge cases and prompts without turning into a scroll nightmare. You can keep long Docs easy to scan with a table of contents and collapsible sections, and restructure content as the scope evolves.<\/p>\n\n\n\n<p>That means your intake can be consistent and reviewable every single time, for example:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>What is the exact change, and what does done look like?<\/li>\n\n\n\n<li>Which repo paths should Devin work in, and which file should it mirror for patterns?<\/li>\n\n\n\n<li>What must not change, like API shape, auth flow, or schema?<\/li>\n\n\n\n<li>What are the acceptance criteria, and the exact commands to verify success?<\/li>\n\n\n\n<li>What are the known edge cases, performance constraints, and security notes?<\/li>\n<\/ul>\n\n\n\n<p>And when the Doc turns into action, just highlight text and create <a href=\"https:\/\/clickup.com\/features\/tasks\">ClickUp Tasks<\/a> from it, which is perfect for turning \u2018open questions\u2019 and \u2018review feedback\u2019 into owned work items.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"620\" height=\"370\" src=\"https:\/\/clickup.com\/blog\/wp-content\/uploads\/2026\/02\/image-111.png\" alt=\"\" class=\"wp-image-587238\" srcset=\"https:\/\/clickup.com\/blog\/wp-content\/uploads\/2026\/02\/image-111.png 620w, https:\/\/clickup.com\/blog\/wp-content\/uploads\/2026\/02\/image-111-300x179.png 300w\" sizes=\"auto, (max-width: 620px) 100vw, 620px\" \/><figcaption class=\"wp-element-caption\"><em>Create ClickUp Tasks from ClickUp Docs<\/em><\/figcaption><\/figure><\/div>\n\n\n<h3 class=\"wp-block-heading\" id=\"17-scale-and-govern-project-delivery-with-clickup-super-agents-\"><strong>Scale and govern project delivery with ClickUp Super Agents<\/strong><\/h3>\n\n\n\n<p>When you start using Devin AI across multiple teams, the problem is no longer \u2018Did we follow through?\u2019 In contrast, it\u2019s the operational control. That means keeping agent work aligned with standards, enforcing approvals, and proving outcomes without manual policing.<\/p>\n\n\n\n<p>And to do that (and so much more), use <a href=\"https:\/\/clickup.com\/brain\/agents\">ClickUp Super Agents<\/a>. They are AI-powered teammates that can run multi-step workflows across your Workspace, beyond single, rule-based actions. These are basically your own AI coworkers active 24\/7.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1384\" height=\"962\" src=\"https:\/\/clickup.com\/blog\/wp-content\/uploads\/2026\/02\/image-112.png\" alt=\"Super agent_How to Use Devin AI for Building Applications\" class=\"wp-image-587239\" srcset=\"https:\/\/clickup.com\/blog\/wp-content\/uploads\/2026\/02\/image-112.png 1384w, https:\/\/clickup.com\/blog\/wp-content\/uploads\/2026\/02\/image-112-300x209.png 300w, https:\/\/clickup.com\/blog\/wp-content\/uploads\/2026\/02\/image-112-768x534.png 768w, https:\/\/clickup.com\/blog\/wp-content\/uploads\/2026\/02\/image-112-700x487.png 700w\" sizes=\"auto, (max-width: 1384px) 100vw, 1384px\" \/><figcaption class=\"wp-element-caption\"><br><em>Run multi-step workflows 24\/7 with AI-powered teammates using ClickUp Super Agents<\/em><\/figcaption><\/figure><\/div>\n\n\n<p>Use Super Agents to handle higher-order operational work around Devin AI, like:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Enforce quality gates before a Devin project runs, by validating the intake Doc has acceptance criteria, constraints, and verification commands<\/li>\n\n\n\n<li>Route high-risk changes through the right approvals, so security and platform reviews happen by design<\/li>\n\n\n\n<li>Generate an auditable \u2018review packet\u2019 for every GitHub pull request, including what changed, how it was tested, and what still needs sign-off<\/li>\n\n\n\n<li>Create traceability automatically, since Super Agent activity can be reviewed in the Super Agents Audit Log for troubleshooting and audit purposes<\/li>\n<\/ul>\n\n\n<div style=\"background-color: #d9edf7; color: #31708f; border-left-color: #31708f; \" class=\"ub-styled-box ub-notification-box wp-block-ub-styled-box\" id=\"ub-styled-box-0be6e7c5-77d5-41c8-b50e-78f4318240fe\">\n<p id=\"ub-styled-box-notification-content-\">\ud83d\udcd6 <strong>Read More: <\/strong><a href=\"https:\/\/clickup.com\/blog\/devin-ai-alternatives\/\">Best Devin AI Alternatives for AI-Powered Coding<\/a><\/p>\n\n\n<\/div>\n\n\n<h3 class=\"wp-block-heading\" id=\"18-build-coding-agents-with-codegen-by-clickup-\"><strong>Build coding agents with Codegen by ClickUp<\/strong><\/h3>\n\n\n\n<p>If you like the idea of Devin AI, but do not want engineering work spanning yet another product, use <a href=\"https:\/\/clickup.com\/brain\/agents\/codegen\">Codegen by ClickUp<\/a>. ClickUp\u2019s Codegen is an AI developer teammate that completes tasks, builds features, answers code questions, and creates production-ready pull requests.<\/p>\n\n\n\n<figure class=\"wp-block-video\"><video controls src=\"https:\/\/clickup.com\/blog\/wp-content\/uploads\/2025\/12\/Codegen-video.mp4\"><\/video><\/figure>\n\n\n\n<p>What makes it even better is the workflow shape. Unlike Devin AI, which follows a cycle of ticket-to-plan-to-test-to-PR, Codegen operates differently in ClickUp.<\/p>\n\n\n\n<p>It acts as an autonomous AI agent that can:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Read task descriptions and full context (including docs, comments, attachments)<\/li>\n\n\n\n<li>Generate high-quality, production-ready <strong>code<\/strong> from natural language prompts or task details<\/li>\n\n\n\n<li>Build features, fix bugs, or implement changes<\/li>\n\n\n\n<li>Create and open <strong>pull requests<\/strong> (PRs) in your Git repo<\/li>\n\n\n\n<li>Answer code-related questions<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"19-integrate-with-github-using-clickup-integrations\">Integrate with GitHub using ClickUp Integrations<\/h3>\n\n\n\n<p>With <a href=\"https:\/\/clickup.com\/integrations\">ClickUp Integrations<\/a> that pair with GitHub, you can link commits, branches, and pull requests directly to a ClickUp Task and see that activity from inside the task. It also supports rich link previews when someone pastes a GitHub link into a task, Chat, or Doc.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1400\" height=\"841\" src=\"https:\/\/clickup.com\/blog\/wp-content\/uploads\/2026\/02\/image-113-1400x841.png\" alt=\"Integrations_How to Use Devin AI for Building Applications\" class=\"wp-image-587240\" srcset=\"https:\/\/clickup.com\/blog\/wp-content\/uploads\/2026\/02\/image-113-1400x841.png 1400w, https:\/\/clickup.com\/blog\/wp-content\/uploads\/2026\/02\/image-113-300x180.png 300w, https:\/\/clickup.com\/blog\/wp-content\/uploads\/2026\/02\/image-113-768x461.png 768w, https:\/\/clickup.com\/blog\/wp-content\/uploads\/2026\/02\/image-113-1536x923.png 1536w, https:\/\/clickup.com\/blog\/wp-content\/uploads\/2026\/02\/image-113-700x420.png 700w, https:\/\/clickup.com\/blog\/wp-content\/uploads\/2026\/02\/image-113.png 1600w\" sizes=\"auto, (max-width: 1400px) 100vw, 1400px\" \/><figcaption class=\"wp-element-caption\"><em>Link GitHub commits and pull requests to tasks and preview links in Chat and Docs with ClickUp Integrations<\/em><\/figcaption><\/figure><\/div>\n\n\n<p>And to keep linking friction low, your team can reference the <a href=\"https:\/\/help.clickup.com\/hc\/en-us\/articles\/6309890818071-Intro-to-task-IDs\">ClickUp Task ID<\/a> in commit messages, branch names, or pull requests using formats like #{task_id} or CU-{task_id}, so the activity shows up where it belongs, without manual copy-paste.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"666\" height=\"292\" src=\"https:\/\/clickup.com\/blog\/wp-content\/uploads\/2026\/02\/image-114.png\" alt=\"\" class=\"wp-image-587241\" style=\"width:666px;height:auto\" srcset=\"https:\/\/clickup.com\/blog\/wp-content\/uploads\/2026\/02\/image-114.png 666w, https:\/\/clickup.com\/blog\/wp-content\/uploads\/2026\/02\/image-114-300x132.png 300w\" sizes=\"auto, (max-width: 666px) 100vw, 666px\" \/><figcaption class=\"wp-element-caption\"><em>Get your ClickUp Task ID inside PRs, branch names, and commit messages<\/em><\/figcaption><\/figure><\/div>\n\n\n<p>Even more, ClickUp supports <a href=\"https:\/\/help.clickup.com\/hc\/en-us\/articles\/6305836061463-Use-GitHub-Automations\">GitHub-triggered automations<\/a>. Long story short, once the code is linked, you can automatically move statuses, notify reviewers, or kick off next steps based on GitHub events.&nbsp;<\/p>\n\n\n<div style=\"border: 3px solid #000000; border-radius: 0%; background-color: inherit; \" class=\"ub-styled-box ub-bordered-box wp-block-ub-styled-box\" id=\"ub-styled-box-7c989b3c-ba27-4f4f-8347-c96816e35e0d\">\n<p id=\"ub-styled-box-bordered-content-\">\ud83d\ude80<strong> The ClickUp Advantage<\/strong>: ClickUp also has you covered with an AI desktop companion built for today\u2019s broken workflows<a href=\"https:\/\/clickup.com\/brain\/max\">: ClickUp Brain MAX<\/a>.<\/p>\n\n\n\n<figure class=\"wp-block-video\"><video autoplay controls muted src=\"https:\/\/clickup.com\/blog\/wp-content\/uploads\/2025\/06\/Brain-Max.mp4\"><\/video><\/figure>\n\n\n\n<p>Instead of combing across tabs, Brain MAX lets you search across your work apps and the web in one place, using natural questions the same way you would ask a teammate. It also includes <a href=\"https:\/\/clickup.com\/brain\/talk-to-text\">Talk-to-Text<\/a>, so you can capture thoughts on the fly and turn them into usable work without slowing down to type. <\/p>\n\n\n\n<p>A couple of high-impact ways teams use it day to day:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Find the latest spec, decision, or update without digging through threads<\/li>\n\n\n\n<li>Pull up the right file from connected apps like GitHub or Google Drive when you only remember a keyword<\/li>\n\n\n\n<li>Ask who is working on what, then jump straight to the underlying task or Doc<\/li>\n\n\n\n<li>Use the <a href=\"https:\/\/help.clickup.com\/hc\/en-us\/articles\/35864704281111-What-is-the-BrainGPT-Chrome-extension\">Chrome extension<\/a> to summarize and act on what you are reading in the browser without switching contexts<\/li>\n<\/ul>\n\n\n<\/div>\n\n\n<h2 class=\"wp-block-heading\" id=\"20-ship-the-workflow-not-just-the-code-with-clickup\">Ship the Workflow, Not Just the Code, With ClickUp<\/h2>\n\n\n\n<p>Autonomous coding agents are quickly becoming part of how software gets built. Teams that learn how to work with them well will ship faster, iterate more confidently, and give developers more room for the high-value, creative problems humans are best at.<\/p>\n\n\n\n<p>But there\u2019s an even bigger win than \u2018faster code.\u2019 It\u2019s running the entire development lifecycle with more clarity.<\/p>\n\n\n\n<p>Do that and more with ClickUp. Use Codegen by ClickUp when you want an AI coding agent that helps you implement and ship work. Pair it with ClickUp AI Agents and ClickUp\u2019s powerhouse of integrations to connect PRs, issues, docs, approvals, and release checklists in one place.<\/p>\n\n\n\n<p>\u2705 <a href=\"https:\/\/app.clickup.com\/signup\">Get started for free with ClickUp today<\/a>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"21-faqs\">FAQs<\/h2>\n\n\n\n<div class=\"schema-faq wp-block-yoast-faq-block\"><div class=\"schema-faq-section\" id=\"faq-question-1770127961978\"><strong class=\"schema-faq-question\">What programming languages and frameworks does Devin AI support?<\/strong> <p class=\"schema-faq-answer\">Devin supports languages such as Python, JavaScript, TypeScript, and Go, as well as popular frameworks such as React, Node.js, Django, and Flask. For the most current list, it&#8217;s always best to check Devin&#8217;s official documentation as its capabilities are constantly evolving.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1770127963078\"><strong class=\"schema-faq-question\">What are some alternatives to Devin AI for autonomous software development?<\/strong> <p class=\"schema-faq-answer\">Alternatives to Devin AI include <strong>ClickUp<\/strong>, which pairs agentic coding with the control layer teams usually need at scale\u2014Codegen can complete tasks, build features, answer code questions, and generate production-ready pull requests inside ClickUp, while Super Agents add governed, multi-step workflows with permissions and auditability. Other options worth a quick look include <strong>OpenHands<\/strong> (open-source cloud coding agents) and <strong>SWE-agent<\/strong> (an open-source agent that autonomously fixes issues in real GitHub repos), plus lighter-weight agentic IDE routes, depending on how autonomous you want the loop to be.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1770127987399\"><strong class=\"schema-faq-question\">What is Devin AI&#8217;s pricing?<\/strong> <p class=\"schema-faq-answer\">Devin AI pricing has three tiers:<br\/><strong>Core<\/strong>: Pay as you go, starting at $20<br\/><strong>Team<\/strong>: $500\/month<br\/><strong>Enterprise<\/strong>: Custom pricing<br\/>However, make sure to reevaluate pricing from their official site as it tends to change with time.<\/p> <\/div> <\/div>\n","protected":false},"excerpt":{"rendered":"<p>Building an app goes way beyond writing and shipping code. The process is packed with understanding the repo, making a plan, changing the right files, running tests, debugging failures, and opening a clean PR that someone can actually review. That is the gap Devin AI is meant to close. Devin is designed to take on [&hellip;]<\/p>\n","protected":false},"author":126,"featured_media":587231,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"ub_ctt_via":"","cu_sticky_sidebar_cta_is_visible":true,"cu_sticky_sidebar_cta_title":"Start using ClickUp today","cu_sticky_sidebar_cta_bullet_1":"Manage all your work in one place","cu_sticky_sidebar_cta_bullet_2":"Collaborate with your team","cu_sticky_sidebar_cta_bullet_3":"Use ClickUp for FREE\u2014forever","cu_sticky_sidebar_cta_button_text":"Get Started","cu_sticky_sidebar_cta_button_link":"","_uf_show_specific_survey":0,"_uf_disable_surveys":false,"footnotes":""},"categories":[980],"tags":[],"class_list":["post-587226","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-automation"],"featured_image_src":"https:\/\/clickup.com\/blog\/wp-content\/uploads\/2026\/02\/How-to-Use-Devin-AI-for-Building-Applications.png","author_info":{"display_name":"Pavitra M","author_link":"https:\/\/clickup.com\/blog\/author\/pavitra\/"},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v25.6 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>How to Use Devin AI for Building Applications: A Complete Guide<\/title>\n<meta name=\"description\" content=\"Learn how to use Devin AI to build applications faster and smarter. Discover step-by-step guidance to streamline app development.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/clickup.com\/blog\/how-to-use-devin-ai-build-applications\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How to Use Devin AI for Building Applications: A Complete Guide\" \/>\n<meta property=\"og:description\" content=\"Learn how to use Devin AI to build applications faster and smarter. 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