Posts on Ukcalculators.
18 posts tagged "Ukcalculators".
Five days, ten operator publishes, two cron drafts: where the ukcalculators pipeline actually breaks
Running a 14-day pillar schedule with a parallel operator-publish path made the bottleneck legible: the cron fires on schedule, triage completes, 150 clusters rank — then the ground-and-extract stage drops everything silently. The schedule is not the problem.
The pipeline was wrong before the model ever ran
PR #53 was the first article the X.8 editorial pipeline shipped since H-1/H-2/H-3 lifted, unblocked by a single bug fix in ground.py. Not a prompt change. Not a model upgrade. A function called calculator_scores had a bug, and the model had been synthesising from whatever it returned.
Retries must be stateless, or the loop learns to cheat
The first live probe of the calibration gate against the BoE MMC article produced a 9,340-character draft that blocked correctly. Getting to a pass from there without teaching the loop to game its own gate took two days of doctrine.