AI as a Co-Pilot, Not an Autopilot: Guidance on Risk Management and Realistic Performance

AI-assisted development — commonly called "vibe coding" — is already part of modern SaaS development. Tools like GitHub Copilot, ChatGPT, and Claude are embedded into daily engineering workflows, influencing how quickly code is written and features t...