Agents
Agent workflows that stay reliable under load
Combine planning, tool routing, and state to deliver dependable multi-step workflows with the ADK.
Plan agent workflows that orchestrate tools, manage state, and hand off to humans when needed.
- Define a tool schema for every external system.
- Use a planner step before tool execution.
- Store memory notes with clear scope and TTL.
- Log every tool call and response for audits.
Tool routing
Route calls based on intent, confidence, and required data.
State management
Persist memory notes and workflow state across sessions.
Handoffs
Escalate to operators with full context and summaries.
Multi-tool runs
Parallelize research, retrieval, and verification steps.
Agents + tools guides
Curated recipes, playbooks, and walkthroughs for this topic area.
Multi-agent workflow patterns
Coordinate complex workflows across specialized agents with governance and handoffs.
Connector integrations guide
Connect agents to Gmail, Outlook, CRM systems, and calendar apps.
Agentic prompting guide
Prompting patterns for agentic predictability, instruction adherence, and tool use.
Context engineering with memory notes
Store long term memory notes and state for multi-session workflows.
Function calling guide
Define tool schemas, validate arguments, and handle retries safely.
Multi-tool orchestration with the ADK
Plan, call tools, and summarize into a single runbook.
Structured outputs for multi-agent systems
Keep agents aligned with JSON schema validation and repair loops.
Featured in Agents + tools
Multi-agent workflow patterns
Coordinate complex workflows across specialized agents with governance and handoffs.
Agentic prompting guide
Prompting patterns for agentic predictability, instruction adherence, and tool use.
Multi-tool orchestration with the ADK
Plan, call tools, and summarize into a single runbook.