IdeaRadar
Baffle
Stop eval runs from colliding and stealing your results
Score 7.9/10 · Worth testing
Smart tools
7 June 2026
Proof at a glance
7.9 out of 10. Score 7.9/10 · Worth testing
The problem
An engineer runs a head‑to‑head model sweep and halfway through it slows or drops completions. The crisis point is when you can’t tell if a model timed out or the shared gateway throttled the run — and the results are then worthless. Small ML platform teams spend a day re‑running sweeps and debating bills, costing $1,000–3,000 in lost engineer time and delaying product decisions. Existing observability proxies log after the fact, but they don’t hard‑isolate per‑route rate limits or produce CI‑ready evidence bundles in one click, and the recent move to multi‑provider evals makes this gap urgent (see Helicone gateway docs and community posts).
A plan for this idea is coming
This idea does not have a 5-step plan yet. A$49, one time, lifetime access, unlocks the published plans.
Full 5-step plans on published ideas, more added every week
A free account gets a new idea every morning. The published plans. Pay once. A$49, one time, lifetime access.