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Comparison
Agents Shipgate vs agent observability
Observability is runtime evidence. Agents Shipgate is release-review evidence before the agent is promoted.
Use observability after execution
Observability tools capture traces, tool calls, latency, errors, and model behavior after an agent runs. They are essential for debugging production systems.
Use Agents Shipgate before promotion
Agents Shipgate runs in CI against the declared tool surface in the repository. It can flag wildcard MCP tools, broad scopes, missing approval policies, and idempotency gaps before runtime traces exist.
| Question | Observability | Agents Shipgate |
|---|---|---|
| What did the agent do? | Yes | No |
| What can the agent do after this PR? | No | Yes |
| Can reviewers inspect policies before deploy? | No | Yes |
| Does it replace runtime tracing? | No | No |