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Join 10,000+ foundersYour self-driving AI product teamPlan and build end-to-end code in any stack within your browser, no setup or tech experience required.Describe your app idea...ImportDeep SpecProStart buildingTrusted by startups fromFrom idea to deployed app in 3 stepsDescribe what you want to build. AI agents handle the rest.Describe your ideaAI architects the full systemAutonomous agents ship your live appBu|Deep SpecProStart buildingDescribe your ideaAI architects the full systemAutonomous agents ship your live appBu|Deep SpecProStart buildingShipped with pre.devReal apps built and deployed all by users like youvibecomposer.studioVibeComposerAI music creation studiocode-sampler.pre.devCodeSamplerSample your code for AI Trainingspeedread.pre.devSpeedReadRead faster, retain moreThe autonomous coding agent that actually shipsPlans like a dev team, builds like an army, ships your entire roadmap autonomously.Plans like a dev team, codes like an armyBefore writing a single line, our agent researches, architects, and builds a complete roadmap—milestones, user stories, sub tasks. Then ships it all autonomously.v114.29%TasksHoursProgress101112131415161718192021M1: Milestone 1: ...8h100%M1: Milestone 1: .Write concise d...8h100%M2: Milestone 2: ...26h20%M2: Milestone 2: .Hero Section Di...2h0%Download/Signup...4h0%Feature Benefit...4h0%Signup Form8h0%Password Reset ...8h0%M3: Milestone 3: ...32h0%M3: Milestone 3: .One click to ship your entire roadmapClick 'Build All' and focused agents tackle each task with isolated context. No prompting, no babysitting—just verified code landing in your repo.>Build Next Task>Build On Autopilot>ChatProPressEnterto sendEvery task verified before moving onThe agent can't mark a task complete until it passes type checks, linting, and visual browser verification. No more 'looks good but is broken.'Acceptance VerificationCriterionStatusHero section renders with gradient background and CTA redirects to /signupPassedTypeScript compilation passes with no errors and all unit tests succeedPassedAPI response under 200ms and error handling shows user-friendly messagesPassedProduction-ready GitHub workflowEvery completed task creates a feature branch and opens a PR. The AI never pushes to main. You review and merge on your terms.Deployment+Downloadfeat/dtc-913→predev·631a912PR #1feat(Setup): Write concise design aesthetic/rulesPR: ## Node: Setup · Show more</> Code⎇ Diffv2📋workspace/package.json+251+1"private": true,2"name": "mobile",3"sideEffects": false,4"scripts": {+5 "build": "react-router build",6 "clean": "node scripts/clean.js",+7 "dev": "react-router dev",8 "test": "vitest run",Bring your codebase, we'll extend itReverse-engineer existing repos, adapt to any tech stack, and continue building—no starting from scratch.Search repositories...stripe-syncPrivateUpdated today · Created 3mo agonexus-apiPrivateUpdated 2d ago · Created 1y agoquantum-uiUpdated today · Created 6mo agoforge-cliPrivateUpdated 1w ago · Created 2y agopulse-analyticsPrivateUpdated 3d ago · Created 4mo agoterraform-awsUpdated today · Created 8mo agoRefactor or build new featuresImportYour API Keys. Infinite Possibilities.Leverage Integrations to connect your services once, use them to build anything.RecommendationsClick to jump to sectionAI TextAI ImageAI VideoAI AudioAI SearchPaymentsWeb3/BlockchainDatabasesAuthenticationEmailSMS/MessagingStorage/CDNSearchAnalytics/MonitoringMaps/LocationReal-time/WebSocketsThird-Party IntegrationsAI TextAI ImageAI VideoAI AudioAI SearchPaymentsWeb3/BlockchainDatabasesAuthenticationEmailSMS/MessagingStorage/CDNSearchAnalytics/MonitoringMaps/LocationReal-time/WebSocketsThird-Party IntegrationsExaNeural search with Exa Fast (<350ms), Exa Auto for intelligent routing, Exa Deep for agentic multi-step retrieval, and /research endpoint for automated in-depth analysis with citationsEXA_API_KEY•••••••••••••TavilyReal-time search API with Search, Extract, Map, and Crawl endpoints optimized for RAG. SOC-2 certified, trusted by 800K+ developers, with MCP server supportTAVILY_API_KEY•••••••••••••PerplexitySonar models with web-grounded LLM responses at 1200 tokens/sec. Features search modes (High/Medium/Low), Pro Search with multi-step reasoning, and Deep Research for complex analysisPERPLEXITY_API_KEY•••••••••••••Brave SearchIndependent 30B+ page index with AI Grounding for RAG, rich snippets, Goggles for result re-ranking, and multi-endpoint support (web, images, news, local). Powers Claude MCP and major AI appsBRAVE_SEARCH_API_KEY•••••••••••••You.comWeb Search API with Express (search+answer in one call), Contents API for page extraction, and News/Image APIs. 99.9% uptime, enterprise-grade with Databricks and AWS integrationsYOU_API_KEY•••••••••••••FirecrawlWeb-to-markdown with /scrape, /crawl, /map, /search, and /extract endpoints. Features /agent for complex navigation, natural language prompts (no CSS selectors), and 98% extraction accuracyFIRECRAWL_API_KEY•••••••••••••SerperUltra-fast Google Search API with 1-2 second responses, 300 queries/sec, web/images/news/videos/maps endpoints, and MCP server support. Pricing from $0.30/1K queriesSERPER_API_KEY•••••••••••••SerpAPIScrape 80+ search engines with Google AI Mode API for GEO optimization, AI Overviews support, Travel Explore API, and MCP server for AI agents. Auto CAPTCHA solving and proxy rotationSERPAPI_API_KEY•••••••••••••BrowserbaseServerless browser infrastructure with Stagehand v3 SDK (act/extract/observe/agent). 44% faster, multi-language support, self-healing automation, session replay, and CAPTCHA solvingBROWSERBASE_API_KEY•••••••••••••Apify10,000+ pre-built Actors for any website, Crawlee library for custom crawlers, MCP server for AI agents, and integrations with LangChain/LlamaIndex/vector DBs. 48K+ GitHub starsAPIFY_API_TOKEN•••••••••••••Jina AIReader API (r.jina.ai) for URL-to-markdown with ReaderLM-v2, Search API (s.jina.ai), jina-embeddings-v4 (multimodal 30+ languages), and jina-reranker-v3. Single key for all servicesJINA_API_KEY•••••••••••••ScrapingBeeWeb scraping API with headless browser rendering, automatic proxy rotation, AI-powered natural language extraction, CAPTCHA solving, and Stealth Proxy (beta) for hard-to-access sitesSCRAPINGBEE_API_KEY•••••••••••••ExaNeural search with Exa Fast (<350ms), Exa Auto for intelligent routing, Exa Deep for agentic multi-step retrieval, and /research endpoint for automated in-depth analysis with citationsEXA_API_KEY•••••••••••••TavilyReal-time search API with Search, Extract, Map, and Crawl endpoints optimized for RAG. SOC-2 certified, trusted by 800K+ developers, with MCP server supportTAVILY_API_KEY•••••••••••••PerplexitySonar models with web-grounded LLM responses at 1200 tokens/sec. Features search modes (High/Medium/Low), Pro Search with multi-step reasoning, and Deep Research for complex analysisPERPLEXITY_API_KEY•••••••••••••Brave SearchIndependent 30B+ page index with AI Grounding for RAG, rich snippets, Goggles for result re-ranking, and multi-endpoint support (web, images, news, local). Powers Claude MCP and major AI appsBRAVE_SEARCH_API_KEY•••••••••••••You.comWeb Search API with Express (search+answer in one call), Contents API for page extraction, and News/Image APIs. 99.9% uptime, enterprise-grade with Databricks and AWS integrationsYOU_API_KEY•••••••••••••FirecrawlWeb-to-markdown with /scrape, /crawl, /map, /search, and /extract endpoints. Features /agent for complex navigation, natural language prompts (no CSS selectors), and 98% extraction accuracyFIRECRAWL_API_KEY•••••••••••••SerperUltra-fast Google Search API with 1-2 second responses, 300 queries/sec, web/images/news/videos/maps endpoints, and MCP server support. Pricing from $0.30/1K queriesSERPER_API_KEY•••••••••••••SerpAPIScrape 80+ search engines with Google AI Mode API for GEO optimization, AI Overviews support, Travel Explore API, and MCP server for AI agents. Auto CAPTCHA solving and proxy rotationSERPAPI_API_KEY•••••••••••••BrowserbaseServerless browser infrastructure with Stagehand v3 SDK (act/extract/observe/agent). 44% faster, multi-language support, self-healing automation, session replay, and CAPTCHA solvingBROWSERBASE_API_KEY•••••••••••••Apify10,000+ pre-built Actors for any website, Crawlee library for custom crawlers, MCP server for AI agents, and integrations with LangChain/LlamaIndex/vector DBs. 48K+ GitHub starsAPIFY_API_TOKEN•••••••••••••Jina AIReader API (r.jina.ai) for URL-to-markdown with ReaderLM-v2, Search API (s.jina.ai), jina-embeddings-v4 (multimodal 30+ languages), and jina-reranker-v3. Single key for all servicesJINA_API_KEY•••••••••••••ScrapingBeeWeb scraping API with headless browser rendering, automatic proxy rotation, AI-powered natural language extraction, CAPTCHA solving, and Stealth Proxy (beta) for hard-to-access sitesSCRAPINGBEE_API_KEY•••••••••••••MCP ServersGive your agents access to databases, APIs, and local tools while they build. Add any MCP-compatible server and agents use it automatically.MCP Servers4 connectedpostgres-dbstdioslack-eventsSSEjira-cloudHTTPvector-storestdioAgent SkillsTeach your agents exactly how you want things done. Add custom instructions so every task follows your team's standards.Skills4 active⌘code-reviewv2.1Automated PR review & feedback🔗deploy-checkv1.4Verify deployment health✦db-migratev3.0Run & validate migrations⌘test-suitev1.2Run & report test coverageOAuth ConnectorsGive agents read and write access to GitHub, Slack, Jira, and 10+ services. Pull in your business data and push updates back—all with one-click OAuth.OAuth14 servicesGoogleMicrosoftGitHubDropboxNotionAsanaSlackLinearJiraFigmaAirtableMondayDiscordGitLabLong-running agentsAgents can run for hours, days, or weeks, allowing for complex, long-running tasks and projects.Secure sandbox environmentYour code runs in an isolated environment. Build with confidence—zero risk to production.Adaptive tech stackAny framework, any language. The agent adapts to your stack, not the other way around.Multi-service architecturesModel any combination of services and their interactions in a single sandbox environment. Frontend, backend, database, cache, and more.Long-running agentsAgents can run for hours, days, or weeks, allowing for complex, long-running tasks and projects.Secure sandbox environmentYour code runs in an isolated environment. Build with confidence—zero risk to production.Adaptive tech stackAny framework, any language. The agent adapts to your stack, not the other way around.Multi-service architecturesModel any combination of services and their interactions in a single sandbox environment. Frontend, backend, database, cache, and more.Build anything with pre.devStart for free. Upgrade anytime.MonthlyAnnuallyFree$0/ month100 CreditsAI Project + Coding AgentHire Vetted DevelopersStart for freePlus$25/ month200 Monthly CreditsAI Scoping + Coding AgentHire Vetted DevelopersGet PlusPremium$49/ monthEverything in Plus500 Monthly CreditsPro ModeGet PremiumRECOMMENDEDPro$199/ monthEverything in Premium2,500 Monthly CreditsDeep SpecGet ProEnterpriseCustom pricingUnlimited CreditsDedicated Solutions EngineerPriority SupportContact UsStill have questions? We've got answersWhat does pre.dev actually do?How is this different from Cursor, Lovable, or Replit?Can I use this with my existing codebase?How does the GitHub integration work?What tech stacks do you support?Is my code secure?Ready to turn your idea into a product?Plan and build your product with AI, all in one place.Start building for freeWebsitesMobile AppsSaaS PlatformsE-commerce StoresDashboardsAI/ML AppsREST APIsCRM SystemsSocial PlatformsPortfolio SitesWebsitesMobile AppsSaaS PlatformsE-commerce StoresDashboardsAI/ML AppsREST APIsCRM SystemsSocial PlatformsPortfolio SitesWebsitesMobile AppsSaaS PlatformsE-commerce StoresDashboardsAI/ML AppsREST APIsCRM SystemsSocial PlatformsPortfolio SitesWebsitesMobile AppsSaaS PlatformsE-commerce StoresDashboardsAI/ML AppsREST APIsCRM SystemsSocial PlatformsPortfolio SitesWeb3 DAppsChrome ExtensionsCLI ToolsInternal ToolsChat AppsAnalytics PlatformsBooking SystemsWorkflow AutomationLearning PlatformsFinance AppsWeb3 DAppsChrome ExtensionsCLI ToolsInternal ToolsChat AppsAnalytics PlatformsBooking SystemsWorkflow AutomationLearning PlatformsFinance AppsWeb3 DAppsChrome ExtensionsCLI ToolsInternal ToolsChat AppsAnalytics PlatformsBooking SystemsWorkflow AutomationLearning PlatformsFinance AppsWeb3 DAppsChrome ExtensionsCLI ToolsInternal ToolsChat AppsAnalytics PlatformsBooking SystemsWorkflow AutomationLearning PlatformsFinance Apps --- Build complex software, simply In February 2026, Andrej Karpathy quietly retired the term he'd made famous. A year after coining "vibe coding" in a throwaway tweet that got 4.5 million views, he reframed the future as something different: agentic engineering. The distinction matters. "There is an art & For years, the minimum cost of really testing a software idea was roughly $50,000. That's what it cost to hire a dev shop, wait 3-6 months, and get something barely functional enough to show users. And the cruel irony: the most important learning, "do people actually We took the most popular vibe coding tools at year-end 2025 and pitted them up against the new kid on the block: pre.dev. The results were unsettling (at least if you are an investor in Lovable and Replit). I fed the same prompts into Lovable, Replit, and pre.dev The vibe coding revolution is here. But most tools break the moment your project gets serious. We fixed that. Building software in 2025 looks nothing like it did two years ago. The rise of AI coding tools has fundamentally changed how developers—and increasingly, non-developers—create applications. But there' You've probably been here: you give Claude or Cursor a detailed prompt to build a feature. It generates code. Looks good. You ship it. Then requirements change slightly, and suddenly the AI generates something completely different—breaking existing work, missing edge cases, or reimagining the entire architecture. The Enterprise AI projects face significant implementation challenges, with research indicating that 80% of AI initiatives fail to deliver their expected business value¹. Poor project scoping and scope creep cost companies billions annually in technical debt and failed implementations. Many organizations struggle to bridge the gap between AI potential and practical 90% of startups fail¹, and a significant portion make the same costly mistake in project scoping during the early stages. They think they’re building an app. They’re actually building a company. And they have no idea what that actually costs. The $2M Reality Check Picture this: You have by Adam Elkassas, Founder pre.dev Why your credits keep disappearing and you still don’t have a working app. Vibe coding didn’t get you to the finish line, and you’re pissed. Now what? The 2025 Vibe Coding Bubble Why your credits keep disappearing and you still don’ Add the pre.dev Lead Gen Widget to your site — and turn more visitors into scoped, qualified, ready-to-close clients. Start your free 14-day trial at pre.dev Still using static forms and chasing vague leads? You’re leaving revenue on the table. Agencies today don’t just need more traffic Start building now! Try pre.dev Whether you're launching a startup or modernizing operations, pre.dev delivers fully scoped dev teams in just 24 hours — no hiring, no contracts, and full flexibility. In today’s fast-moving business environment, launching a digital product or integrating AI is no longer We're excited to announce a partnership that fuels innovation and accelerates the future of Web3! Together, we’re creating opportunities for founders to bring their boldest ideas to life. Here's how: 🌟 Polkadot (https://polkadot.com/) Home to Web3’s biggest innovators and changemakers. Polkadot's In a groundbreaking step towards empowering startups and fostering entrepreneurial growth, pre.dev is thrilled to announce its partnership with Mana Tech’s Miami Immersion Program. This collaboration unites two forces dedicated to supporting innovative startups, creating real value for founders, and unlocking opportunities for growth in one of the More powerful solutions for startups and SMBs We’re thrilled to announce that pre.dev has officially joined the Google for Startups Cloud Program. This partnership strengthens our platform with cutting-edge tools, allowing us to deliver even more powerful solutions to startups and SMBs. This partnership isn’t just a With Pre.dev, You're Safe. No More Chats, Start Building. Building a prototype for a software product has long been a daunting process. Traditionally, founders needed developers, tech teams, and the perfect project specifications to begin turning their ideas into reality. This is where most founders, especially those The Shift in SMB Ownership: A New Era of Digital Transformation by James Hansen and Adam Elkassas by James Hansen and Adam Elkassas