asyncpg

OpenAI's GPT-4o hallucinated a non-existent asyncpg API, inventing parameters like health_check_interval and health_check_query for create_pool() and a Pool.health_check() method, which caused TypeErr…

HoneyChat, a Telegram-native AI companion with approximately 300 daily active users, experienced a surge from roughly 5 Sentry issues per day to over 4,000 after upgrading from Sentry SDK 1.x to 2.x. …

The author uses 18 static structure tests, running in 0.4 seconds, to prevent AI coding assistants like Claude Code from violating critical architectural boundaries in a complex FastAPI/IoT system. Th…