The End of Prompt-and-Hope AI Development

This story was originally published on HackerNoon at: https://hackernoon.com/the-end-of-prompt-and-hope-ai-development. Discover why prompt engineering is ending and how Inference-Time Scaling, GraphRAG, and deterministic agent orchestration are shaping the future of enterprise. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning. You can also check exclusive content about #ai, #machine-learning, #software-architecture, #openai, #agents, #ai-agents, #graphrag, #production-ai, and more. This story was written by: @mstrizhov. Learn more about this writer by checking @mstrizhov's about page, and for more stories, please visit hackernoon.com. The shift from simple prompts to deterministic agent orchestration. This article explores why modern AI engineering requires compute budgeting, GraphRAG, and event-driven state machines instead of relying on massive context windows and unstructured agent chats