Writing
Writing from inside the build.
Product decisions, AI in working software, and the occasional problem that took longer to understand than to fix.
What it took to make MCP useful in BrewLogica
Connecting an AI assistant to a user's coffee history required tools, authentication, sync, and a clear decision about who can reach the data.
AIMCPEngineering
AI-native starts in the product loop
A field note from BrewLogica on structured input, review, recurring cost, and the work AI has to carry inside a product.
AIBrewLogicaProduct