Field notes from BitLark on product decisions, AI in working software, and the problems that become interesting during a build.https://bitlark.dev/en-ushttps://bitlark.dev/writing/implementing-mcp-for-real-users/https://bitlark.dev/writing/implementing-mcp-for-real-users/Connecting an AI assistant to a user's coffee history required tools, authentication, sync, and a clear decision about who can reach the data.Thu, 26 Feb 2026 00:00:00 GMTAIMCPEngineeringhttps://bitlark.dev/writing/what-ai-native-actually-means/https://bitlark.dev/writing/what-ai-native-actually-means/A field note from BrewLogica on structured input, review, recurring cost, and the work AI has to carry inside a product.Thu, 26 Feb 2026 00:00:00 GMTAIBrewLogicaProduct