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Tagged: google-adk
BigQuery Conversational Agent on Vertex AI with Google ADK: Six Traps
Build a natural-language BigQuery agent with Google ADK and Gemini, deploy it to Vertex AI Agent Engine, and avoid the Python, dependency, billing and IAM traps.
10 min readOne Agent, Three Builds: Interactions API vs ADK vs Antigravity SDK
The same Gemini agent built three ways, with the Interactions API, Google ADK and the Antigravity SDK, compared on loops, tools, auth and Cloud Run deploys.
8 min readLangGraph, CrewAI or Google ADK? One Two-Agent Task, Three Frameworks
Compare LangGraph, CrewAI and Google ADK by building the same researcher-writer pair, then choose with five ordered questions about control, speed and A2A.
6 min readGoogle ADK Agents: From a Single Gemini Agent to Cloud Run Deploys
Google ADK from one Gemini agent to production: tools, agents as tools, sequential flows, local testing, and deploys to Cloud Run and Vertex AI Agent Engine.
7 min readGenerative UI from ADK Agents with the A2UI Protocol: Messages and Samples
Learn how A2UI lets an agent return interactive UI as JSON, how it differs from AG-UI, and how to run the Google ADK restaurant finder sample locally.
6 min readA Five-Agent Support Desk on Gemini 3.1 and ADK: Triage, Research, Action, QA and Orchestrator
Build a multi-agent customer support system with Google ADK and Gemini 3.1: typed handoffs, QA correction loops, Agent Engine or Cloud Run, sessions and costs.
19 min readA Zero-API-Cost Multi-Agent Blogger on a Mac: Gemma 4, Ollama and Google ADK
Build a local planner, writer and validator agent system on Apple Silicon using Gemma 4 through Ollama, LiteLLM and Google ADK, with no per-request model fees.
8 min readLangGraph vs Google ADK in 2026: Explicit Orchestration or Agent Composition
Two ways to build agents compared: LangGraph's state-and-graph control against ADK's agent-centric composition, and how to decide who should own the workflow.
5 min readGit to GCS for Spark: An Agent-Ready Scala SBT Build and Upload Pipeline
A deterministic Python pipeline that clones a Scala repo, builds a Java 11 fat JAR with SBT and uploads it to GCS, built so an ADK agent can run it as a tool.
6 min read
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