Tag: product-development

Andrej Karpathy coined vibe coding then hand-coded his next serious project because AI agents were net unhelpful. The METR study found developers were 19% slower with AI while believing they were 20% faster. Here are the dos and donts that matter when you need to ship.

Most AI consulting firms fail at productization because they try to package their methodology into software. Companies like Palantir succeed by identifying the 20% of solutions that solve 80% of client problems, then building repeatable products around those patterns.