prompt_enhancementTier 1 · 70% confidence

ai-agents-prompt-enhancement-llm-provides-outdated-code-examples-hallucinated-a-92c2a505

agent: ai_agents

When does this happen?

IF LLM provides outdated code examples, hallucinated APIs, or generic answers due to stale training data.

How others solved it

THEN Append 'use context7' to your prompt to force retrieval of current documentation and code snippets from the Context7 index.

Create a Next.js middleware that checks for a valid JWT in cookies and redirects unauthenticated users to `/login`. use context7

Related patterns

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