Unverified50% confidenceSolutionExact time
The handwritten agent approach essentially involves directly calling the LLM API and managing the tool-calling loop manually, typically implemented as an explicit while loop that checks tool_calls and appends results to a message list.
1
Sources
50%
Confidence
Long-term
Relevance
10/12/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedThe agent loop refers to the recurring cycle of calling the LLM, parsing the output, determining tool calls, invoking tools, appending results back to the message history, and calling the LLM again79% similarUnverifiedThe agentic working mode typically relies on a tool-use loop in its technical implementation, where the LLM can call external tools such as file read/write, command-line execution, and test running, and dynamically adjusts based on the results.79% similarUnverifiedDoubao Agent's Agent mode has task decomposition, multi-step execution, and tool-calling capabilities, enabling it to first read files, then generate copy, and finally output code, with the entire pipeline automatically connected.78% similarUnverifiedIn self-hosted mode, the agent's reasoning loop (agent loop) runs within the Cursor platform, while code execution, building, testing, and similar tasks run on the user's own machines.76% similar
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