OWASP

In a distributed Agentic architecture, when you boldly grant an AI Agent the right to auto-discover and execute tools without human approval, you are expanding the system’s attack surface to an unprecedented scale. As the Defense in Depth principles emphasized in the AI Driven Playbook, protecting AI is not just about protecting the model, but protecting the data flow. To systematize these new risks, the OWASP MCP Top 10 (Beta) project was officially announced in late 2025. ...

Answer-first: “Vibe coding”—relying on AI to write code without understanding it—creates complex, hard-to-maintain codebases that fail in production. Resolving this requires automated AI code reviews in the CI/CD pipeline to enforce design conventions and detect security vulnerabilities. What You’ll Learn That AI Won’t Tell You Setting up automated AI reviewer tools in GitHub Actions. How to enforce design guidelines and coding standards in LLM-assisted pipelines. In February 2025, Andrej Karpathy, former Tesla AI Lead and OpenAI co-founder, tweeted a phrase that would define a new paradigm in software development: ...