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typed CrewAI alternative.\",\n                input.value\n            )))\n        },\n    ));\n\n    let researcher_model = Arc::new(MockChatModel::from_strings(\n        \"mock-researcher\",\n        [\n            r#\"<tool_call>{\"tool\":\"search\",\"input\":\"CrewAI Rust launch opportunities\"}</tool_call>\"#,\n            r#\"<final_answer>- Demand is real\n- Typed flows are a differentiator\n- Early adopters care about OpenAI-compatible backends</final_answer>\"#,\n        ],\n    ));\n\n    let writer_model = Arc::new(MockChatModel::from_strings(\n        \"mock-writer\",\n        [r#\"<final_answer># Launch Brief\n\nShip `crewai-rs` as the Rust-native way to build crews, typed flows, and durable AI orchestration.</final_answer>\"#],\n    ));\n\n    let researcher = Agent::builder(\"researcher\")\n        .role(\"Launch Researcher\")\n        .goal(\"Find the sharpest positioning for a Rust AI crew framework.\")\n        .backstory(\"You turn weak launch ideas into high-signal product narratives.\")\n        .model_ref(researcher_model)\n        .tool_ref(search)\n        .build()?;\n\n    let writer = Agent::builder(\"writer\")\n        .role(\"Technical Writer\")\n        .goal(\"Turn research into a polished launch-ready brief.\")\n        .model_ref(writer_model)\n        .build()?;\n\n    let research = Task::builder(\"research-market\")\n        .description(\"Research the market gap for a Rust-native CrewAI-style framework.\")\n        .expected_output(\"A concise markdown bullet list with launch hooks.\")\n        .agent(\"researcher\")\n        .build()?;\n\n    let brief = Task::builder(\"write-brief\")\n        .description(\"Write a crisp launch brief for GitHub and X.\")\n        .expected_output"}]}}