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What to build instead of AI agents

10 months ago
  • #AI Agents
  • #LLM Workflows
  • #Software Development
  • Hugo advises against starting with AI agents due to their complexity and frequent failures.
  • Common issues with agents include forgetting tasks, incorrect tool selection, and coordination breakdowns.
  • Five alternative workflow patterns are suggested: Prompt Chaining, Parallelization, Routing, Orchestrator-Worker, and Evaluator-Optimizer.
  • Agents are best used in human-in-the-loop scenarios where oversight can correct mistakes.
  • Agents should be avoided in stable enterprise systems and high-stakes decisions due to unpredictability.
  • Key takeaways include the overhyped nature of agents and the importance of observability and explicit control.