Verixa Lab Blog
Notes on AI safety, governance, and production reliability.
Your LLM Judge Is Lying About Your Agent's Quality
March 2026LLM judge scores can look great while customers disagree. Here are the hidden biases that distort your dashboard.
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The Hidden Hurdles of Switching LLMs: Cost Savings Without Breaking Customers
February 2026Switching LLMs sounds straightforward. In practice, it’s one of the fastest ways to silently break customer experiences.
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The Hidden Reliability Problem in AI Agents
March 2026Enterprise agents are layered, probabilistic systems. That makes pre-production testing more fragile than it looks.
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