"AI writes slop" is a common concern. So how can we use LLMs to not just generate good code, but to *ensure* quality? Let's explore how to create effective "guardrails" via generated tests, spec-driven development, instruction approaches, prompting techniques, context management, and more. After this session you'll have a list of novel ideas for improving your LLM interactions.