Blog Archive
Theming and Layout in Astryx: Theme System, Frame-First Approach, and Templates
Master Astryx theming with 7 built-in themes, custom theme creation via defineTheme(), frame-first layout patterns, and page/block templates.
Automated CI/CD Regression Evaluation for ADK Agents
Implement an automated Python quality gate for ADK agents in CI/CD pipelines to prevent trajectory regressions and enforce pass-rate thresholds before deployment.
Building a Dispatcher Agent with Specialized Subagents
Implement dynamic triage and intent-based routing using Google ADK dispatcher agents and specialized subagents for billing, tech support, and beyond.
Building an Eval Test Suite for ADK Agents
Move from vibes-based testing to structured evaluation for ADK agents, tracking tool call accuracy, trajectory efficiency, and LLM-as-a-judge quality scoring.
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.