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Read the whitepaper here: https://www.kaggle.com/whitepaper-agent-quality Learn more about the 5-Day AI Agents Intensive: https://rsvp.withgoogle.com/events/google-ai-agents-intensive_2025 Introduction: This is a practical guide from evaluation to observability. We are at the dawn of the agentic era. The transition from predictable, instruction-based tools to autonomous, goal-oriented AI agents presents one of the most profound shifts in software engineering in decades. While these agents unlock incredible capabilities, their inherent non-determinism makes them unpredictable and shatters our traditional models of quality assurance. This whitepaper serves as a practical guide to this new reality, founded on a simple but radical principle: agent quality is an architectural pillar, not a final testing phase. 👉 Learn more about ADK here: https://google.github.io/adk-docs/ 🎮 Join us and other participants on Kaggle Discord server: http://discord.gg/kaggle

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