A friend called me recently. He works at a consulting company and they’d been asked to explore what “AI-maximalist” engineering practices look like. His team already uses Claude Code — they’re past the basics (they are walking, not crawling). But he wanted to know: what does it look like when you really go all the way? How does one run and fly with Claude Code? I’ve been helping teams do exactly this for the past couple of years. Going all the way means more than faster coding — it means replacing Jira, scrapping two-week sprints, and redefining what engineers actually do all day. This post grew out of that conversation. We transcribed the chat and refined it into a hopefully non-slop it post, hope it is useful to others as well! The AI-Native Engineering Playbook https://open.substack.com/pub/positivelyfred/p/the-ai-native-engineering-playbook submitted by /u/fredrik_motin
Originally posted by u/fredrik_motin on r/ClaudeCode
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