diff --git a/CHANGELOG.md b/CHANGELOG.md
index 69ebcf39b..5a61d5d52 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -50,6 +50,7 @@
   - improve network type/version lookup
   - cleanup lora tags
   - xyz grid apply bool values
+  - vdm scheduler fix steps, thanks @zjn20030811
 
 ## Update for 2026-08-26
 
diff --git a/TODO.md b/TODO.md
index 2dc2085a6..72034c0c5 100644
--- a/TODO.md
+++ b/TODO.md
@@ -3,7 +3,6 @@
 ## Short-term
 
 - MiniMax: Create pre-quants for MiniMax-H3-Turbo, MiniMax-H3-Pruned-Turbo
-- Benchmark tool productize: @CalamitousFelicitousness
 - Control tab verify overrides handling, @vladmandic
 - LTX: Create pre-quant for LTX-2.5
 - LTX: Implement LTX2DFRPipeline
@@ -24,6 +23,7 @@
 - Lightweight scheduler/queue manager, @vladmandic
 - Integrate natural language image search: [ImageDB](https://github.com/vladmandic/imagedb), @vladmandic
 - Support cloud providers, @CalamitousFelicitousness
+- Benchmark tool productize: @CalamitousFelicitousness
 
 ### Roadmap