FMC2 · Level 2 cheap pipeline · Nov 8, 2026

K0 to page build, for any mix of K0's marks

Toggle K0's marks and the input. The path redraws for that exact mix: it shows only the steps that run, and highlights each step the marks change from a plain recipe.

How to read the boxes
What runs CodeHaikuHaiku, thinkingSonnetA model, not yet chosenNothing runs
How sure Testedmeasured in the Nov 5 to 7 trials Built, not re-testedfrom the Nov 2 pipeline Not built yetdecided or written down, no code Proposed, untested
These marksChanges for these marksmarks a box where this mix's path differs from a plain recipe. Each change names the mark that causes it.

The path for these marks

Steps are drawn in an order they can run. K7 sits before K5 because K5r needs K7's choice points; the two can run side by side. The old K8c (page structure and Recipe Records) is gone: K0's split and the page build now do its job.

Trial numbers for these marks

Where the misses are today

Best chain end to end: 582 of 946 recipes clean (62%), TEST 326 of 406 (80%). It cost $5.86 for all 988 recipes, about $0.006 each, with a median of 18.5 seconds a recipe. Per submission, 553 of 721 pages came through clean, against 309 for the old whole-page pipeline.

  • Of the 364 recipes that were not clean: 150 collection rows, 61 recipes on a page of several, 58 partial, 56 plain, 24 with a section copy, 10 printed sub-recipes and 5 with other marks. 283 of them are photos.
  • Only 33 of the 364 had a K5 difference and nothing else, and 22 of those are partial recipes. The other 331 differ at K2 or K3, mostly an ingredient line or a row missing. Reading the lines is the weak link, not writing the steps.
  • By source, best chain: web pages 365 of 420 clean (87%), PDFs 85 of 111 (77%), photos 132 of 415 (32%).
  • DB26 ran K1 to K6 on L2 corrected's split into recipes, not on K0's. K8a, K8b, K9 and K10 come from the Nov 2 pipeline and were not re-tested per recipe.