IdeaRadar
Stop agent failures at 2am
Block flaky agent branches pre-deploy and prevent midnight rollbacks.
Score 8.0/10 · Build now
Smart tools
2 March 2026
Proof at a glance
8.0 out of 10. Score 8.0/10 · Build now
The problem
Production ML engineer on a customer-facing agent sees runs pass locally but fail in production under real inputs. The result is late-night rollbacks, missed SLAs and $2,000–$10,000 in incident cost per outage for small teams. Existing tracing tools show single traces but do not gate deploys on multi-run stability or surface where trajectories diverge under identical inputs.
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