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Adds over Web-Augmented: Autonomous decision loop — the model chooses its own research strategy rather than running fixed queries. Each search informs the next. The agent stops when it decides it has enough context.
Agent Loop
New
🧠
Claude Sonnet
Autonomous reasoning + tool calls
↺ loops until finish() called · max 6 rounds
finish(brief) + search log
1
User submits a company name — model receives the task + all tool schemas
2
Model autonomously decides which tools to call and in what order
3
Results feed back into the model — it keeps searching until satisfied
4
Model calls finish() with the completed brief — search log returned for transparency