yoloforever cycle 16: wb_041 +23 contact-LinkedIn (1253/4297, 29%)

57b09cdee09fc7db4908a1efa0925af76d6674b8 · 2026-08-24 09:28:11 -0700 · Steve Abrams

Files touched

M YOLOFOREVER-LEDGER.md

Diff

commit 57b09cdee09fc7db4908a1efa0925af76d6674b8
Author: Steve Abrams <steve@designerwallcoverings.com>
Date:   Mon Aug 24 09:28:11 2026 -0700

    yoloforever cycle 16: wb_041 +23 contact-LinkedIn (1253/4297, 29%)
---
 YOLOFOREVER-LEDGER.md | 9 +++++++++
 1 file changed, 9 insertions(+)

diff --git a/YOLOFOREVER-LEDGER.md b/YOLOFOREVER-LEDGER.md
index f87b6f9..970c482 100644
--- a/YOLOFOREVER-LEDGER.md
+++ b/YOLOFOREVER-LEDGER.md
@@ -191,3 +191,12 @@
 - **Empirical test (read-back):** live sheet 1230/4297 = exactly +23 matched, cells_written 23. Verified on live sheet.
 - **FINAL DTD:** SHIP. Reversible/ADD-only/internal; gates intact.
 - **Seed → Cycle 16:** wb_041. Cool-tail drop STILL not hit (77% > cycle-14's 73%) — these are all major-firm CRE names; watch past wb_045.
+
+## Cycle 16 — wb_041 (2026-08-24)
+- **Increment:** +23 contact-LinkedIn (23 live: 21 live_title / 2 live_snippet, 0 inferred), 1 email (Nick Affronti nick.affronti@nmrk.com). Coverage 1230 → **1253/4297 (29%)**, missing 3044. Yield 23/30 = 77% (tied cycle-15 high).
+- **Main-loop WebSearch**, 30 searched in batches of 4, reliable.
+- **7 left blank (blank-beats-wrong):** Mike Woodrick/Newmark (only ConocoPhillips namesake), Pete Tekampe/M&M, Preston Cooling/Curve, Randy Jefferson/LT Global (no personal slug tied to firm), "Represented Borrower"/C&W (garbage row), Ron Swim/M&M (only a login-page slug, no firm-tied title), Rose Krison/CBRE (only Mark/Luke Krison found).
+- **Cody gate:** clean — 0 inferred rejected. Judgment calls all real, firm-confirmed: Ross Smith = LinkedIn-flipped "Smith Ross - Land Group - M&M" Phoenix; Peter Katz = IPA (M&M institutional brand); Paul Berkner = the -ab6325b slug titled "Associate Director Investments @ Marcus &" (not the Colby College namesake). No must-fix.
+- **Empirical test (read-back):** live sheet 1253/4297 = exactly +23 matched, cells_written 24 (23 LI + 1 email). Verified.
+- **FINAL DTD:** SHIP. Reversible/ADD-only/internal; gates intact.
+- **Seed → Cycle 17:** wb_042. Cool-tail drop STILL not hit (77%). Watch past wb_045.

← 875e973 yoloforever cycle 15: wb_040 +23 contact-LinkedIn (1230/4297 · back to Rentv Sheet Enrich · yoloforever cycle 17: wb_042 +21 contact-LinkedIn (1274/4297 6209ac7 →