ByteBrief
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The era of treating LLMs as mystical oracles is ending, replaced by deterministic infrastructure for agentic orchestration. Engineers must shift from feeding models context to building systems with compute budgets, external structured memory via GraphRAG, and semantic data buses for industrial reliability.
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