Spanora, world class Agent observability platform
OTEL-native observability for agents; same problem Datadog/Honeycomb already solve with vendor SDKs.
Observability and control plane for AI agents.
Control plane with token budgets and MCP rules goes beyond passive observability.
Production AI teams, ML engineers running agent fleets
LangSmith · Helicone · Arize Phoenix
OTEL-native observability for agents; same problem Datadog/Honeycomb already solve with vendor SDKs.
MCP protocol tracing and AI Autopsy feature for root cause analysis.
One-line AI tracing, but LangSmith, LangFuse, Anthropic Workbench already solve observability.
Mitmproxy integration shows raw HTTP when LangSmith only shows parsed traces.
Agent-native observability with DAG topology when LangSmith and Langfuse miss multi-agent flows.
Single Docker container with SQLite beats LangSmith's heavy Postgres dependency.