Blog
Learn more about how Traccia is building the future of AI observability, policy enforcement, and governance.
Engineering Blog
Traditional cloud FinOps was built for stable infrastructure. Autonomous agents demand a new discipline to track, attribute, and control dynamic costs.
An AI agent control plane discovers, identifies, authorizes, observes and stops AI agents at runtime.
Built with the OpenAI Agents SDK? Traccia captures guardrail spans automatically and enforces runtime policy with @govern before irreversible actions run.
Azure AI Foundry Alternative
Azure AI Foundry manages model lifecycles, prompt engineering, and evaluations in a unified cloud platform. Traccia governs the running agent with Visibility, Intelligence, Control, and Certification on OpenTelemetry.
A hands-on guide to building governance guardrails before your autonomous agents cause an incident you can't undo.
Datadog Alternative
Datadog monitors your estate and adds LLM and agent console analytics. Traccia is the OpenTelemetry runtime control plane: observe agents, enforce policy at the agent boundary, and prove what happened. Enforce, not just observe.
Braintrust Alternative
Braintrust helps you score quality and gate releases. Traccia helps you observe agents, enforce policy at the agent boundary, and prove what happened. Enforce, not just observe.
LangSmith Alternative
LangSmith helps you debug and ship agents in the LangChain ecosystem. Traccia helps you observe agents across frameworks, enforce policy at the agent boundary, and prove what happened. Enforce, not just observe.
Maxim Alternative
Maxim helps you simulate, evaluate, and observe agent quality. Traccia helps you observe agents, enforce policy at the agent boundary, and prove what happened. Enforce, not just observe.
Part 2 · AI Agent Governance Handbook
A one-question test to tell observability from governance, the EchoLeak case study, and why the gap is measured in milliseconds — not philosophy.
Part 1 · AI Agent Governance Handbook
Four planes of control, why observability alone isn't governance, and how to map your stack to the EU AI Act, NIST RMF, and ISO 42001.
Langfuse Alternative
Langfuse helps you debug and improve LLM apps. Traccia helps you observe agents, enforce policy at the agent boundary, and prove what happened. Enforce, not just observe.
Arize AI Alternative
Arize helps you evaluate and improve model quality. Traccia helps you observe agents, enforce policy at the agent boundary, and certify production behavior across Visibility, Intelligence, Control, and Certification.
Credo AI Alternative
Credo AI governs the organization. Traccia governs the production agent with Visibility, Intelligence, Control, and Certification from live OpenTelemetry.
Holistic AI Alternative
Holistic AI governs the AI portfolio: discovery, bias audits, multi-framework compliance. Traccia governs the running agent with Visibility, Intelligence, Control, and Certification on OpenTelemetry.