What’s coming next for Trustabl?

We’re actively building company policy enforcement, deeper OpenShell integration, expanded CI/CD plugins, and advanced analytics on tool usage patterns across your agent fleet.

Can Trustabl apply my company’s policy to our Agentic Tool Metadata (ATM)?

Yes — this is coming soon. Our upcoming Tier 3 capability will let you define internal policies, approval gates, compliance rules (GDPR, PCI, SOX, etc.), and custom business logic that Trustabl automatically applies to your tools during hardening.

How can I automate Trustabl scanning and auto-fix?

You can trigger Trustabl scans automatically using our GitHub Action today. We’re also releasing official CI/CD plugins soon that will let you run scans, apply fixes, and generate attestations directly in your pipelines (GitHub Actions, GitLab CI, Jenkins, etc.).

Can I try Trustabl for free?

Yes. You can connect your GitHub repo and harden tools for free with no credit card required. Many teams start by hardening their most critical tools to see the immediate impact.

How much does Trustabl cost?

We offer a free tier for individuals and small teams, plus paid plans (Builder and Pro) for teams that want advanced features, higher usage limits, SLSA L3 attestations, and enterprise support. Enterprise plans are available for larger organizations.

How does Trustabl compare to agentic security tools from companies like CrowdStrike or Snyk?

They focus on securing the agent runtime and detecting threats. Trustabl focuses on hardening the tools agents use so they are production-safe, policy-compliant, and resilient by design. We prevent problems at the source rather than only detecting them at runtime.

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

We’re complementary. Trustabl can automatically generate 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.

How does Trustabl compare to prompt testing tools like Promptfoo and Helicone?

Prompt testing tools evaluate prompts. Trustabl hardens the actual tools agents call in production.

We add validation, retries, error handling, policy enforcement, observability, and supply-chain attestations, none of which prompt testing tools address.

Is Trustabl secure?

Yes. All hardening runs in your environment or GitHub Actions. We generate cryptographic attestations (Sigstore) so you can verify that metadata hasn’t been tampered with. We never require access to your production secrets or customer data.

Does Trustabl help with compliance (SOC 2, GDPR, PCI, etc.)?

Yes. Trustabl generates audit-ready metadata, including structured logging schemas, data lineage, retention policies, and SLSA attestations that make compliance evidence much easier to produce.