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Your AI Can Get Worse Even When Every Test Passes
Every test passed. Your AI still got worse. Not because your tests are bad.Because they’re testing the wrong thing. Software teams have spent years building confidence into every release. Every code change goes through an automated…
Agent Hallucination Detection in Production AI
Agent hallucination detection has moved from a theoretical concern to an urgent production requirement. In the past year,…
Saas isn’t dead, yet
Saas isn’t dead, but its business model is on life support. Right now all everyone around me is…
What It Really Takes (or Will Take) to Move GenAI Agents From Prototype to Production
Part 1 (of 2): From Demos to Durable Systems The rise of Generative AI has sparked a wave…
Datasets and Evals: The New Product Spec for GenAI
Imagine asking your AI assistant to help reduce your monthly expenses and it suggests you sell your dog.…
AI can write the output. But PMs still write the outcome
Before GenAI, it was already hard to explain what exactly product managers do. We’re not engineers, but we…
Why testing GenAI apps is different from APIs?
In the rapidly evolving landscape of software development, GenAI applications represent a paradigm shift that challenges our traditional…
Is your GenAI agent ready for production?
Deploying LLM-powered agents involves systematically addressing key evaluation aspects, such as comprehensive testing, meticulous tool-use verification, and robust…
Better Prompts, Better Judgment
When (and When Not) to Use Step-Back Prompting in GenAI. As generative AI systems become more embedded in…
MCP or A2A? OR Both?
Scaling GenAI Beyond the Prototype. Why MCP and A2A Matter. The AI ecosystem is rapidly evolving to support…