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.