No Vibe Coding When I'm On Call!
A Story of Generative AI and Its Impact Across the SDLC
This fictional story follows Jessie, a senior engineer at Meowseratti, as her team navigates the turbulent early adoption of AI-assisted development practices. Through a series of production incidents—from security vulnerabilities hidden in AI-generated helper functions to architectural missteps that break system resilience—the narrative illustrates the hidden dangers of vibe coding when teams rely on AI’s confident output without proper verification and guardrails.
The story chronicles how each incident becomes a learning opportunity, gradually transforming chaotic AI experimentation into disciplined, structured practices. Through post-incident reviews and iterative process improvements, the team develops frameworks for responsible AI development that enhance rather than undermine system reliability. The narrative demonstrates that successful AI adoption requires not just technical guidelines, but cultural shifts in how teams approach code review, testing, and architectural decision-making.
By the story’s conclusion, AI has become a powerful force multiplier rather than a source of operational chaos, showing how organizations can harness generative AI’s potential while maintaining engineering discipline and operational excellence.
- Topics
- AI · Software Delivery & Architecture
- Formats
- epub · pdf
- License
- Creative Commons BY-NC-SA
