Spanora, world class Agent observability platform
OTEL-native observability for agents; same problem Datadog/Honeycomb already solve with vendor SDKs.

Another AI observability dashboard when LangSmith and Langfuse already dominate.
Teams deploying AI agents to production who need cost and quality monitoring
LangSmith · Langfuse · Helicone
OTEL-native observability for agents; same problem Datadog/Honeycomb already solve with vendor SDKs.
Local-first agent observability without cloud signup — LangSmith alternative that keeps data on your machine.
One-line AI tracing, but LangSmith, LangFuse, Anthropic Workbench already solve observability.
MCP-native observability means zero code changes for compatible agents.
Sentry for LLMs with human-aligned evals when LangSmith already owns this space.
AI query optimization and cost breakdown dashboards, but Snowflake native tools already exist.