An AI Hater's Guide to Coding with LLMs: The How-To

Build Guard-rails

Add more tests. Get the LLM to write tests, and to suggest tests to write. --- The useful reminder here is not “LLMs are bad” but “verification is the job now.” If the model makes implementation cheaper, then careful review, stronger tests, and tighter constraints become the part worth spending your own attention on.