Claude SDK and Google ADK supported-frameworks#1772
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…de Agent SDK) Add evaluation code samples for two newly-supported agent frameworks: - google-adk/ — HR Assistant built with Google ADK + LiteLLM (routes to Bedrock, no external API key). Instrumented with openinference-instrumentation-google-adk >= 0.1.13. - claude-agent-sdk/ — HR Assistant built with Claude Agent SDK. Instrumented with openinference-instrumentation-claude-agent-sdk >= 0.1.3. Both samples: - Implement the same HR Assistant (same 5 tools, shared mock data) - Deploy to AgentCore Runtime as containers - Run on-demand evaluation (Builtin.GoalSuccessRate, Correctness, Helpfulness + custom LLM-as-a-judge) - Create online evaluation config for continuous monitoring - Include idempotent cleanup scripts Shared mock_data.py extracted for reuse across framework samples.
- Add 29 unit tests (mock data, tool logic, deploy/cleanup, Dockerfile validation) - Fix Dockerfiles: remove invalid COPY ../ (use in-context shared/ copy) - Add .env.example for both samples (template, no secrets) - Validates: no real PII, tool correctness, eval scenario consistency
Claude Agent SDK (v0.2.115) uses ClaudeSDKClient + MCP tools, not a simple Agent class. Rewritten to use: - create_sdk_mcp_server() for tool registration - @tool decorator with MCP-style input_schema - ClaudeSDKClient with send_message() for invocation - ResultMessage for response extraction Verified locally: all imports resolve correctly for both google-adk and claude-agent-sdk.
svguruprasad
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Latest scan for commit: Security Scan Results |
Signed-off-by: Bharathi Srinivasan <bhrsrini@amazon.com>
BharathiSrini
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Jul 14, 2026
- Remove tests/ folder (reviewer request) - Add AgentCore eval support explanation + docs links to both READMEs - Add example trace JSON for both frameworks (AGENT, TOOL, LLM spans) - Replace ASCII architecture diagrams with draw.io source files (export as PNG before merge — reviewer requested hand-drawn diagrams) - READMEs now reference architecture.png (to be exported from .drawio)
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@BharathiSrini — addressed all feedback: Architecture diagrams added (AWS icons, draw.io) |
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Amazon Bedrock AgentCore Samples Pull Request
Important
review readylabel to it. Only PRs withreview readywill be reviewed.Issue number: 1772
Concise description of the PR
User experience
Before: No evaluation samples exist for Google ADK or Claude Agent SDK.
After: TAMs/developers can follow a step-by-step README to deploy an HR Assistant agent, run on-demand + online evaluations, and see quality scores — in < 15 minutes per framework.
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