May 14, 2026

How does Trustabl compare to observability tools like LangSmith and Langfuse?

Complementary. Trustabl automatically generates OpenTelemetry (OTEL) tracing, structured logging, and metrics configurations that feed directly into LangSmith, Langfuse, or any observability platform. We also surface key aggregated metrics and production readiness insights ourselves.


Other Common Questions

Yes. OpenShell secures the runtime environment. Trustabl hardens the tools the agents call inside that environment. TAA automatically generates least-privilege policies, egress rules, binary requirements, and sandbox compatibility metadata that OpenShell can consume directly. Together they deliver defense-in-depth: secure runtime + production-hardened tools.

Trustabl is built for AI engineers, platform teams, and security/compliance teams who are building or running agentic systems in production and want tools that are reliable, observable, and policy-compliant.

Yes. The Trustabl Agent Analyzer is fully open source — scan any agent codebase for free, no account required. Free remediation via VS Code, Cursor, and Skill.md is coming soon. No credit card, no gates.

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