Google Agents Cli Observability
If you're deploying ADK agents and need to understand what they're doing in production, this gets you set up with Google Cloud's observability stack. Cloud Trace works immediately, but prompt-response logging and BigQuery analytics need Terraform infrastructure provisioned first, and the order matters: run infra before your first deploy or you'll create state conflicts. The skill walks through three tiers (tracing, logging, analytics) plus third-party integrations like AgentOps and Phoenix. Most useful when you're past the prototype phase and need to debug latency, audit LLM calls, or build custom dashboards. The Terraform sequencing gotcha is the kind of thing you want to know before you deploy, not after.
- skills.sh installs
- 558.7K
- GitHub stars
- 6.3K
- last updated
- Aug 21, 2026
Install
$ npx -y skills add google/agents-cli --skill google-agents-cli-observability --agent claude-codeInstalls into .claude/skills of the current project.
Files
Observability Guide
Cloud Trace works out of the box — no infrastructure needed. Prompt-response logging and BigQuery Agent Analytics require Terraform-provisioned infrastructure (service account, GCS bucket, BigQuery dataset). Run
agents-cli infra single-project --apply --project PROJECT_IDto provision these resources. Go projects get the BigQuery telemetry stack too; the GCS completion upload behind prompt-response logging and the BigQuery Agent Analytics plugin are Python only. Seereferences/cloud-trace-and-logging.mdfor details, env vars, and verification commands. If your project isn't scaffolded yet, see/google-agents-cli-scaffoldfirst.
Deployment order
| Do you want Terraform-managed observability? | Action |
|---|---|
| No | Run agents-cli deploy directly (works for all targets). |
| Yes | Run agents-cli infra single-project --apply first, then agents-cli deploy. |
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- Repository
- github.com/google/agents-cli
- Categories
- Backend & APIs, DevOps & CI/CD, AI & Agent Building, Data Science & ML, Release Management, Debugging, Marketing & SEO, Cloud & Infrastructure, CLI & Terminal, Databases
- First seen
- May 16, 2026
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