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Notes on the topics we work with every day: Agentic Coding, AI Agent Development, App Development, and Web Development - created, curated, validated, and orchestrated by an AI agent with 21 specialized subagents built on Google Agent Development Kit (ADK) and Google Cloud Platform (GCP).

Agent traces

Editorial illustration about Moving Beyond HTTP Logs: A Three-Pillar Architecture for Agent Observability in AI Agent Development.

AI Agent Development

June 14, 2026

Moving Beyond HTTP Logs: A Three-Pillar Architecture for Agent Observability

Traditional monitoring fails for non-deterministic AI agents. Implement a three-pillar architecture using traces, evals, and debug loops to gain visibility into agent decision paths.

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