According to @DeepLearningAI, Groq’s Head of Developer Relations Hatice Ozen demonstrated building a deep research agent via a single API call at AI Dev 25 x NYC, with the full session available at youtube.com/watch?v=W3f9Mdyc_Xg, source: DeepLearning.AI on X, Dec 11, 2025. The workshop showed a compound system that combines web search, code execution, and multi-step reasoning in one call with zero orchestration code, source: DeepLearning.AI on X, Dec 11, 2025. The session emphasized that instant inference enables intelligent server-side orchestration and clarified when to use direct APIs versus frameworks, source: DeepLearning.AI on X, Dec 11, 2025. For trading context, the concrete takeaway is validated latency reduction and orchestration simplification for AI agents as presented, which market participants tracking AI infrastructure and agent tooling can note, source: DeepLearning.AI on X, Dec 11, 2025.

According to @DeepLearningAI, Hatice Ozen, Head of Developer Relations at Groq, will lead a hands-on workshop at AI Dev 25 on how to build a deep research agent with a single API call (source: @DeepLearningAI, Oct 24, 2025). The announcement states Groq’s compound system enables instant inference, multi-step reasoning, and zero orchestration code, highlighting practical implementation details relevant to AI tooling workflows (source: @DeepLearningAI, Oct 24, 2025). The event will be held live on November 14 in New York City with last tickets available via the provided link, and no cryptocurrency or token details were disclosed in the announcement (source: @DeepLearningAI, Oct 24, 2025).