Model and prompt changes can break consistency. Without a real baseline and a pass/fail gate on production traces, you're guessing.
Prompt and model changes quietly shift how agents behave. You usually notice only after users do.
Without a stable baseline, every change becomes a guessing game. You end up debating behavior instead of checking it.
CI can be green while real traces still fail in production. You need a gate that replays production behavior before deploy.
Validate schema, PII, and logic before release.
Run deterministic checks on production traces for format, schema, and safety rules.
Inspect production traces in Live View and see failures at a glance.
Replay production traces under the candidate config.
Compare baseline and candidate behavior before you ship.
Replay prompt changes, swap models, and scale agents. Production traces turn into clear decisions.
Connect your agent with one line of code. Production traces flow into Live View for inspection.
Atomic Signals check every trace for format, logic, and safety. Spot drift and failures at a glance.
Replay traces under the candidate config. Get a behavior diff and a strict pass/fail Release Gate before deploy.
Transparent plan pricing and limits.
Release Gate usage is counted by replay attempt: selected logs x repeats.
For teams getting started with Live View and Release Gate.
For teams that need more replay volume and multi-project scale.
For teams running high-throughput validation and release workflows.
For enterprises that need procurement, security review, and custom limits.
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