[Verse 1] Simple chatbots answer questions fast But agents dig much deeper than the past They grab their tools and formulate a plan Execute steps like a skilled craftsman Database queries, APIs they call Calendar bookings, they handle it all [Chorus] Tools and Planning, Human-in-the-Loop That's how agents break out of the group T-P-H, remember the three Beyond basic chat, true autonomy Tools and Planning, Human-in-the-Loop Smart decisions in the feedback scoop [Verse 2] Tool use means reaching past their brain Calculator, browser, filesystem's domain Function calling lets them interface With real-world systems they need to embrace Weather data, sending emails out That's what tool integration's about [Chorus] Tools and Planning, Human-in-the-Loop That's how agents break out of the group T-P-H, remember the three Beyond basic chat, true autonomy Tools and Planning, Human-in-the-Loop Smart decisions in the feedback scoop [Verse 3] Planning splits big tasks into small Reasoning chains that never fall Multi-step workflows they design Check each result and realign Book a trip means flights plus hotels Research, compare, the agent excels [Bridge] But humans stay inside the flow Approval gates where agents go Critical choices need our say Oversight guides them on their way Collaboration, not replacement Human wisdom stays the basement [Chorus] Tools and Planning, Human-in-the-Loop That's how agents break out of the group T-P-H, remember the three Beyond basic chat, true autonomy Tools and Planning, Human-in-the-Loop Smart decisions in the feedback scoop [Outro] From simple chat to complex minds Agents leave basic Q&A behind Tools and planning with human oversight Building systems that actually bite
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