Blog Archive
Building Custom Async Function Tools in Google ADK
Learn how to build non-blocking asynchronous function tools in Google ADK to handle database queries, REST APIs, and external microservices with high performance.
Building an Approval & Refund Graph Workflow with ADK 2.0
Step-by-step tutorial for constructing an auditable, graph-based refund processing workflow using ADK 2.0 and Python conditional routing.
One-Command CI/CD Deployment for ADK with GitHub Actions
Set up an end-to-end GitHub Actions workflow that executes tests, runs ADK evaluation quality gates, builds multi-stage Docker images, and deploys to Cloud Run.
Connecting MCP Tool Servers to ADK Agents
Connect Google ADK agents to Model Context Protocol (MCP) tool servers to seamlessly access pre-built integrations like SQLite, GitHub, Slack, and Google Drive without writing custom wrappers.
Containerizing & Deploying ADK Agents to Cloud Run
Learn how to package your Google ADK agent harnesses into lightweight Docker containers using uv and deploy them as auto-scaling microservices on Google Cloud Run.
Cross-Language Agent Communication via A2A Protocol
Connect Python ADK agents with remote microservices and workers written in Go or Java using the Agent-to-Agent (A2A) HTTP standard protocol.
End-to-End OpenTelemetry Tracing for ADK Agents
Instrument Google ADK agent harnesses with OpenTelemetry to capture full-trajectory execution traces, tool latencies, and token metrics.
Getting Started with ADK 2.0 Graph Workflows
Explore ADK 2.0 Graph Workflows to combine LLM reasoning with deterministic Python routing for complex, auditable enterprise AI agent architectures.
Implementing Human-in-the-Loop Approval Gates in ADK
Safeguard high-value actions in Google ADK using Human-in-the-Loop (HITL) interrupt gates and before-tool callbacks.
Monitoring ADK Agent Fleets with BigQuery Analytics
Learn how to stream structured telemetry from your Google ADK agent fleets into BigQuery for SQL-based cost tracking, latency analysis, and quality evaluation.
Parallel Code Review & Security Audit with ADK
Build an automated code review harness combining ParallelAgent auditors for security and performance with a SequentialAgent synthesizer in Google ADK.
Safety Guardrails & Token Budgeting for ADK Agents
Implement multi-layered safety guardrails, PII redaction, token budgets, and error-rate circuit breakers in Google ADK agent harnesses.