News reporting focused on AI and machine learning, covering the companies behind these technologies, their real-world applications, and the ethical concerns they raise. This includes areas like generative AI (large language models, text-to-image and video), speech tech, and predictive analytics.
LangChain has launched the LangSmith LLM Gateway in public beta, a central governance layer for enforcing spend caps, rate limits, model fallbacks, and data redaction on production agent calls. Available to Plus and Enterprise users, it integrates with LangSmith and supports providers like OpenAI, Anthropic, and Fireworks. Early adopters report centralized billing and hard cost limits.
Engineering teams are seeing coding agent costs explode, with some companies blowing through annual AI budgets in months. The problem isn't just spend, it's fragmentation across multiple tools that make it impossible to track value. LangChain offers a four-stage solution using LangSmith for observability, Engine for optimization, and an LLM Gateway for governance.