ai-content-pipeline-automation

MEDIUM W011: Third-party content exposure detected (indirect prompt injection risk).

• Third-party content exposure detected (high risk: 0.95). The required runtime workflow performs “Auto-Research” by crawling external news/social sources (e.g., TechCrunch, a16z, Twitter/X, LinkedIn) and then passes the scraped article content/insights (free-form text authored by outsiders) as researchData into the LLM via generateContent(...) / generateWithOpenAI(...).

MEDIUM W012: Unverifiable external dependency detected (runtime URL that controls agent).

• Potentially malicious external URL detected (high risk: 0.70). The pipeline explicitly crawls external sites at runtime (e.g., https://techcrunch.com, https://a16z.com, https://twitter.com, https://www.linkedin.com) and passes the fetched articles as researchData into generateContent, which directly becomes part of the model prompt/context—so these runtime fetches can control agent outputs.