Episode 520: I came back to my former team and was shocked by AI and my team does not care at ALL about the code

Generative AI has fundamentally altered software development by eroding the incidental human connections that occur during code reviews and collaborative problem-solving. When team members rely exclusively on AI without reviewing output, they lose the craftsmanship and shared learning that define high-performing teams. Establishing new social standards—such as requiring human verification of all AI-generated content—is essential to restore professional engagement. For developers entering dysfunctional environments characterized by legacy code, security vulnerabilities, or poor technical standards, the most effective strategy involves prioritizing high-impact fixes to build credibility. By demonstrating tangible value, engineers can gain the trust necessary to influence broader team processes and advocate for long-term maintainability, even when initial expectations regarding team leadership or project quality remain unmet.