AI article
The Illusion of Autonomy: Why AI Agents Fail When They Stop Asking for Help
Community description: Why autonomous LLM agents hallucinate in production and how to implement retrieval-augmented orchestration to enforce human-in-the-loop correctness.
Dev.to | Aug 30, 2026 | Tamiz Uddin
Automated excerpt
Action: The LLM emits a tool call (e. g. , search_database(query)). Observation: The system executes the tool and returns the result to the LLM. In a multi-step agent, errors compound exponentially.
Selected automatically from source text; not independently written or fact-checked. Read the original for full context.