10 Heuristics for Pairing with Claude
Every day, developers complain that AI assistants write terrible code, miss obvious bugs, or spiral into endless loops. Meanwhile, I'm shipping production features faster than ever with the same tools. It took me months to realize that working with AI isn't about better prompts—it's about applying the same collaboration skills I use in pair programming. Today I’d like to share 10 AI-driven development heuristics that I’ve been using over the last few months to build real world production grade software that real users are using today.