Stop Obsessing Over Prompts: Engineering Perception is the Secret to Reliable AI Agents

The success of AI agents relies less on clever prompting and more on how they perceive their operational environment through precise tool naming and structured context. By treating interfaces as the primary signal, developers can significantly boost accuracy and reduce the unpredictability often found in LLM-driven systems.