SRSwati Rawatinagentic-ai-toadster.hashnode.dev·2d ago · 7 min readThe Real Difference Between an AI Feature and an AI Product, and Why Most Companies Build the Former When They Need the LatterA company adds a chatbot to its existing customer support page and starts describing itself, in pitch decks and marketing copy, as an "AI-powered" business. Somewhere else, a different company builds 00
SRSwati Rawatinagentic-ai-toadster.hashnode.dev·3d ago · 6 min readHealthcare AI Agents Work Differently When Patient Data Stays Within Kingdom BordersA hospital in San Francisco building an AI triage assistant can, with a few lines of code, send a patient's symptoms to an API hosted somewhere in the United States and get a response back in under a 00
SRSwati Rawatinagentic-ai-toadster.hashnode.dev·Aug 27 · 7 min readRAG Is a Data-Governance Problem Disguised as an AI ProblemA RAG system that confidently gives two different answers to the same question, asked a week apart, gets blamed on the retrieval algorithm or the embedding model almost every time. Sometimes that's fa00
SRSwati Rawatinagentic-ai-toadster.hashnode.dev·Aug 26 · 7 min readLegacy System Modernisation: Rebuild vs. RefactorEvery engineering team has a system nobody wants to touch. It works, mostly, in the sense that it hasn't caused a catastrophic outage in eighteen months. But everyone privately agrees it's held togeth00
SRSwati Rawatinagentic-ai-toadster.hashnode.dev·Aug 24 · 7 min readAI-Native Software Development: What Businesses Need to KnowAlmost every software pitch deck floating around right now calls itself "AI-native." Strip away the marketing speak, though, and most of these products just glued a third-party chat widget onto an exi10
