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yoloforever cycle 15: wb_040 +23 contact-LinkedIn (1230/4297, 28%)

875e973ecb01bffed9219bb51b5f82f1f63c0166 · 2026-08-24 09:20:02 -0700 · Steve Abrams

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commit 875e973ecb01bffed9219bb51b5f82f1f63c0166
Author: Steve Abrams <steve@designerwallcoverings.com>
Date:   Mon Aug 24 09:20:02 2026 -0700

    yoloforever cycle 15: wb_040 +23 contact-LinkedIn (1230/4297, 28%)
---
 YOLOFOREVER-LEDGER.md                         |   9 +++++++++
 __pycache__/build_li_targets.cpython-314.pyc  | Bin 0 -> 5445 bytes
 __pycache__/preflight_matches.cpython-314.pyc | Bin 0 -> 5148 bytes
 3 files changed, 9 insertions(+)

diff --git a/YOLOFOREVER-LEDGER.md b/YOLOFOREVER-LEDGER.md
index 4c8d396..f87b6f9 100644
--- a/YOLOFOREVER-LEDGER.md
+++ b/YOLOFOREVER-LEDGER.md
@@ -182,3 +182,12 @@
 - **Empirical test (read-back):** live sheet gid 3823360 = 1207/4297 post-write = exactly +22 matched, cells_written 23 (22 LI + 1 email). Verified on live sheet.
 - **FINAL DTD:** SHIP. Reversible/ADD-only/internal; gates intact.
 - **Seed → Cycle 15:** wb_040. 73% yield held (22/30) — cool-tail drop NOT yet hit; keep warmth-order, watch past wb_045.
+
+## Cycle 15 — wb_040 (2026-08-24)
+- **Increment:** +23 contact-LinkedIn (23 live: 19 live_title / 4 live_snippet, 0 inferred), 0 emails. Coverage 1207 → **1230/4297 (28%)**, missing 3067. Yield 23/30 = 77% (highest yet).
+- **Went straight to main-loop WebSearch** (subagent rate-limited 2 prior cycles) — 30 searched in batches of 4, reliable.
+- **7 left blank (blank-beats-wrong):** Kajsa Farnsworth/CBRE, Karen Morrison/CBRE (multiple Karens, none clearly this one), Kathleen Morgan/Newmark (only slug found titled Transwestern — company mismatch, unsafe), Kelly O'dea/M&M (only Diversified Partners), Mcalister Cleary/M&M, Michael Miller/Flint (AI-claimed match but no clean slug), Michael Sokol/CBRE (multiple, none clearly CBRE).
+- **Cody gate:** clean — 0 inferred rejected. All 23 slugs literally in result titles/snippets tied to the person + firm. Judgment calls (Larry Downey larrykdowney, Mark Krison login-page slug + CBRE snippet, Michael Voss generic slug w/ Dominium posts) all real, firm-confirmed. No must-fix.
+- **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.
diff --git a/__pycache__/build_li_targets.cpython-314.pyc b/__pycache__/build_li_targets.cpython-314.pyc
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