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llmops
2 postsJuly 2026
Enterprise AI Agents Are Now Runtime Products, Not Model Wrappers
Drawing on LangChain-NVIDIA's NemoClaw and Schneider Electric's LangSmith case study, this piece explains why enterprise AI agents are runtime products defined by permission boundaries, audit trails, and deployment—not just models.
Token Governor: The Smart Gateway That Cuts LLM Costs
Token Governor re-engineers LLM prompts to spend the fewest tokens needed, acting as a governing gateway that works with Anthropic, OpenAI, Gemini and any compatible provider.