--- title: "Who is responsible when the AI wrote the code?" url: https://daily.dev/posts/who-is-responsible-when-the-ai-wrote-the-code--rzdwbimrg source_url: https://domino.ai/blog/who-is-responsible-when-ai-wrote-the-code type: article source: "Domino Data Lab" published: 2026-06-12T14:17:36.964Z updated: 2026-06-12T14:18:07.897Z tags: ["mlops", "agentic-ai", "vibe-coding", "ai-governance", "responsible-ai"] reading_time: 17 upvotes: 1 comments: 0 language: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # Who is responsible when the AI wrote the code? **[Domino Data Lab](https://daily.dev/sources/ddl)** · 17 min read · 1 upvotes · 0 comments ## Summary As vibe coding and AI-generated applications proliferate, governance and compliance teams face a structural accountability gap: code produced from natural language prompts often lacks functional specifications, documented decision rationale, audit trails, access controls, and behavioral test coverage. Drawing parallels to the MLOps era, the post argues that 'agentic engineering' — a structured methodology requiring spec-first design, traceable development records (the Ralph loop), layered testing, cross-model validation, and human oversight checkpoints — is what makes AI-generated applications governable in regulated industries. A practical pre-production checklist and AI accountability framework are provided for risk, compliance, and legal teams evaluating whether an AI-generated app is ready for production. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: --- Tags: [#mlops](https://daily.dev/tags/mlops), [#agentic-ai](https://daily.dev/tags/agentic-ai), [#vibe-coding](https://daily.dev/tags/vibe-coding), [#ai-governance](https://daily.dev/tags/ai-governance), [#responsible-ai](https://daily.dev/tags/responsible-ai) [View this post on daily.dev](https://daily.dev/posts/who-is-responsible-when-the-ai-wrote-the-code--rzdwbimrg)