One platform for seeing, steering, and proving what your agents do.

Ship a single SDK and get a full timeline for every run: prompts, tool arguments, model outputs, errors, and latency. When something looks off, you scroll to the exact step instead of grepping logs across three systems.

Compare runs by agent and outcome so support and engineering share one source of truth. Planned guardrails and audits will sit on top of the same events.

The planned guardrails engine will evaluate spend caps, allowed tools and APIs, structured output checks, and content rules while a run is active.

Today, Guardonic records warning and blocked events in the same timeline, so teams can instrument policy decisions now and keep the evidence attached to each run.

Guardonic already keeps model, tool, warning, and outcome events together by run. That gives engineering one trace to inspect when a customer or reviewer asks what happened.

Long-term retention, immutable audit controls, and SIEM export are planned. We are validating those workflows with design partners before calling them compliance-ready.

Replay production runs with tweaked inputs or policy drafts before you roll them out. Catch regressions without risking real users or spend.

We are building this on the same trace format as live observability so sandboxes stay faithful to what actually happened in your stack.