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AI coding tools get you a working demo fast, but they routinely skip production essentials: real authentication, error handling, input validation, database integrity, rate limiting, and security.”","path":"/entities/codessavvy-q140171937#company-fact-content-native-digital-agencies-c141569deda9316a-a-75c392f24c53bb291afc","questionPaths":["/entities/codessavvy-q140171937#company-answer-content-native-digital-agencies-c141569deda9316a-a-75c392f24c53bb291afc"]},{"id":"content-native-digital-agencies-c141569deda9316a-a-a797d6eeee790507bc7a","label":"Why does my AI-built app break in production but work in the demo?","value":"“AI coding tools optimize for the happy path — the exact flow you clicked through while building. Real users do unexpected things: bad input, slow networks, concurrent edits, edge cases.”","path":"/entities/codessavvy-q140171937#company-fact-content-native-digital-agencies-c141569deda9316a-a-a797d6eeee790507bc7a","questionPaths":["/entities/codessavvy-q140171937#company-answer-content-native-digital-agencies-c141569deda9316a-a-a797d6eeee790507bc7a"]},{"id":"content-native-digital-agencies-c141569deda9316a-a-ebc4164ef52261690d8f","label":"Can't I just fix my AI app myself with Cursor, ChatGPT, or Claude?","value":"“For small, isolated bugs — often yes. But the problems that break AI-built apps in production are exactly the ones AI tools are worst at: authentication, security, data integrity, and architecture.”","path":"/entities/codessavvy-q140171937#company-fact-content-native-digital-agencies-c141569deda9316a-a-ebc4164ef52261690d8f","questionPaths":["/entities/codessavvy-q140171937#company-answer-content-native-digital-agencies-c141569deda9316a-a-ebc4164ef52261690d8f"]},{"id":"content-native-digital-agencies-c141569deda9316a-a-72fe5a4e7e7289b29913","label":"What does an AI app rescue cost?","value":"“The first 30-minute call is free — we tell you honestly what is wrong and whether it is worth fixing or rebuilding. Fixes are fixed-price after the audit, typically $3,000 to $12,000 for a focused production-hardening pass, depending on how much is missing.”","path":"/entities/codessavvy-q140171937#company-fact-content-native-digital-agencies-c141569deda9316a-a-72fe5a4e7e7289b29913","questionPaths":["/entities/codessavvy-q140171937#company-answer-content-native-digital-agencies-c141569deda9316a-a-72fe5a4e7e7289b29913"]}]},"selected":{"language":"en","title":"CodesSavvy","description":"CodesSavvy: “A full-range software, AI, growth and security agency: custom web and mobile apps, SaaS, AI features and agents, workflow automation, DevOps, cybersecurity, SEO, paid ads and social media, plus ongoing maintenance. 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