Srushta — JournalNotes on AI-native design and media from Srushta.https://www.srushta.com/enHarden or rebuild? What actually survives when an AI prototype goes to productionhttps://www.srushta.com/journal/harden-or-rebuild-ai-prototype-production/https://www.srushta.com/journal/harden-or-rebuild-ai-prototype-production/The first decision in prototype-to-production isn't whether to rewrite — it's what to rewrite. Layer by layer: the UI mostly stays, auth almost always goes, the database gets redesigned. You keep the shape, not the system.Fri, 17 Jul 2026 00:00:00 GMTprototype-to-productionlovablev0boltengineeringarchitectureYou have twelve prototypes and no idea which ones are load-bearinghttps://www.srushta.com/journal/managing-a-fleet-of-ai-prototypes/https://www.srushta.com/journal/managing-a-fleet-of-ai-prototypes/Once AI makes prototypes nearly free, the constraint stops being generation and becomes governance. A registry, a promotion path and an archive policy — the three rules that turn a pile of experiments into a portfolio.Fri, 17 Jul 2026 00:00:00 GMTprototype-to-productioncreative-opsgovernancestartupssecurityWhat is an AI-native design and media firm?https://www.srushta.com/journal/what-is-an-ai-native-design-and-media-firm/https://www.srushta.com/journal/what-is-an-ai-native-design-and-media-firm/AI-native means the production engine is built around AI, not a traditional agency with AI bolted on. Here's the distinction, and why it matters for what you get.Thu, 02 Jul 2026 00:00:00 GMTai-nativedesignmediacategoryHow to turn a Lovable, v0 or Bolt prototype into a real producthttps://www.srushta.com/journal/turn-lovable-v0-bolt-prototype-into-production/https://www.srushta.com/journal/turn-lovable-v0-bolt-prototype-into-production/AI generators make prototypes in minutes, but a demo isn't a product. Here's the exact gap between the two, and the process to close it without inheriting a rewrite.Tue, 30 Jun 2026 00:00:00 GMTprototype-to-productionlovablev0boltengineeringAutomating media across every channel — from one briefhttps://www.srushta.com/journal/automating-media-across-every-channel/https://www.srushta.com/journal/automating-media-across-every-channel/Most teams automate one channel at a time and end up with disconnected tools. AI-native media automation runs every channel off one on-brand engine. Here's how.Sat, 27 Jun 2026 00:00:00 GMTmedia-automationcontentcreative-opsai-native