Deploying Release Radar to AWS Bedrock AgentCore

说明与用途

使用 CLI 将 Release Radar 部署到 AWS Bedrock AgentCore，保持包小于 250 MB，管理凭证，并通过日志和跟踪进行监控。

问题

Deploying a lightweight dependency‑audit agent to production without custom backend plumbing.

结果

Release Radar runs on Bedrock AgentCore with minimal deployment time after first run, automatic scaling, and built‑in observability. Deployment size limits and credential handling are key considerations.

工作流

• 1. Ensure package <250MB by excluding heavy deps like numpy or torch.
• 2. Run agentcore validate to check config.
• 3. Deploy with agentcore deploy – first run provisions CDK stack, subsequent runs replace S3 asset.
• 4. Add credentials with agentcore add credentials and redeploy to expose GITHUB_TOKEN to runtime.
• 5. Invoke agent with agentcore invoke and monitor logs with agentcore logs or traces with agentcore traces list/get.
• 6. Inspect trace to verify tool calls and order.

证据

Release Radar has only two dependencies: "bedrock-agentcore" and "strands-agents".

来源

agentcore deploy provisions CDK infrastructure and takes a few minutes. Later deployments only replace the S3 asset, which is much faster.

来源