release: verification 19.97% per record / 33.69% per product

.github/workflows/bump-engine.yml

@@ -32,6 +32,13 @@ jobs:
       - name: Update TechEngine submodule to latest main
         id: bump
         run: |
+          # git-flow: the bump is integration work, so it lands on develop.
+          # main only moves through a release PR. Switch branch BEFORE touching
+          # the submodule so the change is staged on the branch it will be
+          # committed to.
+          git fetch origin develop
+          git checkout -B develop origin/develop
+          git submodule update --init --recursive TechEngine
           git submodule update --remote --recursive TechEngine
           if git diff --quiet -- TechEngine; then
             echo "changed=false" >> "$GITHUB_OUTPUT"
@@ -51,8 +58,8 @@ jobs:
           git config user.email "289859915+TechEngineBot@users.noreply.github.com"
           git add TechEngine
           git commit -m "chore: bump TechEngine submodule to ${NEW_SHA}"
-          git pull --rebase origin main
-          git push origin HEAD:main
+          git pull --rebase origin develop
+          git push origin HEAD:develop
           echo "techapi_sha=$(git rev-parse HEAD)" >> "$GITHUB_OUTPUT"
 
       - name: Dispatch reciprocal TechAPI bump to TechEngine

.github/workflows/validate-data.yml

@@ -8,7 +8,7 @@ on:
       - "data/**"
       - "app/validate.py"
   push:
-    branches: [main]
+    branches: [main, develop]
     paths:
       - "data/**"
       - "app/validate.py"

README.md

@@ -46,12 +46,26 @@ python -m app.validate
 
 The validator uses only the Python standard library; no install step required.
 
+## Branching
+
+This repo follows git-flow:
+
+| Branch | Role |
+| --- | --- |
+| `main` | Released state. Publishing the site and notifying TechEngine both fire on a push here, so it only moves through a release PR. |
+| `develop` | Integration. Every data, feature and fix branch targets this. |
+| `feat/*`, `data/*`, `fix/*`, `chore/*` | Short-lived work branches, cut from `develop`. |
+
+A release is a PR from `develop` to `main`; merging it deploys the site and tells
+TechEngine to pick up the new data. Automation follows the same rule — the
+submodule bump and the verified-promotion bot both land on `develop`.
+
 ## Contributing
 
-Open a PR with the new/updated JSON file. The PR template walks through what to
-include. The validator must pass. All records (`brand`, `soc`, `smartphone`,
-`gpu`, and `cpu`) must include `source_urls` with at least one canonical
-reference (vendor product page, Wikipedia infobox, datasheet).
+Open a PR **against `develop`** with the new/updated JSON file. The PR template
+walks through what to include. The validator must pass. All records (`brand`,
+`soc`, `smartphone`, `gpu`, and `cpu`) must include `source_urls` with at least
+one canonical reference (vendor product page, Wikipedia infobox, datasheet).
 
 ## License
 

data/_verify/status.json

@@ -1,87 +1,114 @@
 {
-  "generated_at": "2026-07-31T09:27:33Z",
+  "generated_at": "2026-08-06T03:22:54Z",
   "schema": 1,
   "totals": {
     "records": 105742,
-    "verified": 14777,
-    "verified_pct": 13.97,
-    "green": 14778,
-    "yellow": 89175,
-    "red": 1789,
-    "promotable": 14778
+    "verified": 21114,
+    "verified_pct": 19.97,
+    "models": 62148,
+    "verified_models": 20936,
+    "verified_models_pct": 33.69,
+    "green": 21110,
+    "yellow": 83431,
+    "red": 1201,
+    "promotable": 21110
   },
   "by_category": {
     "brand": {
       "total": 207,
       "verified": 24,
       "verified_pct": 11.59,
+      "models": 207,
+      "verified_models": 24,
+      "verified_models_pct": 11.59,
       "green": 24,
       "yellow": 183,
       "red": 0,
       "promotable": 24
     },
     "soc": {
       "total": 2104,
-      "verified": 123,
-      "verified_pct": 5.85,
-      "green": 123,
-      "yellow": 804,
-      "red": 1177,
-      "promotable": 123
+      "verified": 146,
+      "verified_pct": 6.94,
+      "models": 2104,
+      "verified_models": 146,
+      "verified_models_pct": 6.94,
+      "green": 146,
+      "yellow": 844,
+      "red": 1114,
+      "promotable": 146
     },
     "smartphone": {
       "total": 93396,
-      "verified": 11602,
-      "verified_pct": 12.42,
-      "green": 11602,
-      "yellow": 81206,
-      "red": 588,
-      "promotable": 11602
+      "verified": 17384,
+      "verified_pct": 18.61,
+      "models": 52309,
+      "verified_models": 17237,
+      "verified_models_pct": 32.95,
+      "green": 17382,
+      "yellow": 75934,
+      "red": 80,
+      "promotable": 17382
     },
     "tablet": {
       "total": 3455,
-      "verified": 174,
-      "verified_pct": 5.04,
-      "green": 174,
-      "yellow": 3266,
-      "red": 15,
-      "promotable": 174
+      "verified": 218,
+      "verified_pct": 6.31,
+      "models": 1216,
+      "verified_models": 192,
+      "verified_models_pct": 15.79,
+      "green": 218,
+      "yellow": 3236,
+      "red": 1,
+      "promotable": 218
     },
     "watch": {
       "total": 433,
-      "verified": 11,
-      "verified_pct": 2.54,
-      "green": 11,
-      "yellow": 415,
-      "red": 7,
-      "promotable": 11
+      "verified": 18,
+      "verified_pct": 4.16,
+      "models": 193,
+      "verified_models": 18,
+      "verified_models_pct": 9.33,
+      "green": 18,
+      "yellow": 410,
+      "red": 5,
+      "promotable": 18
     },
     "pda": {
       "total": 140,
-      "verified": 27,
-      "verified_pct": 19.29,
-      "green": 27,
-      "yellow": 112,
-      "red": 1,
-      "promotable": 27
+      "verified": 66,
+      "verified_pct": 47.14,
+      "models": 112,
+      "verified_models": 61,
+      "verified_models_pct": 54.46,
+      "green": 66,
+      "yellow": 74,
+      "red": 0,
+      "promotable": 66
     },
     "gpu": {
       "total": 2030,
-      "verified": 244,
-      "verified_pct": 12.02,
-      "green": 245,
-      "yellow": 1785,
+      "verified": 663,
+      "verified_pct": 32.66,
+      "models": 2030,
+      "verified_models": 663,
+      "verified_models_pct": 32.66,
+      "green": 664,
+      "yellow": 1366,
       "red": 0,
-      "promotable": 245
+      "promotable": 664
     },
     "cpu": {
       "total": 3977,
-      "verified": 2572,
-      "verified_pct": 64.67,
-      "green": 2572,
-      "yellow": 1404,
+      "verified": 2595,
+      "verified_pct": 65.25,
+      "models": 3977,
+      "verified_models": 2595,
+      "verified_models_pct": 65.25,
+      "green": 2592,
+      "yellow": 1384,
       "red": 1,
-      "promotable": 2572
+      "promotable": 2592
     }
   }
 }

data/cpu/amd/2009/consumer/amd-athlon-7450-dual-core.json

@@ -30,8 +30,8 @@
   "cinebench_r11_5_multi": null,
   "cinebench_r10_single": null,
   "cinebench_r10_multi": null,
-  "passmark_single": null,
-  "passmark_cpu_mark": null,
+  "passmark_single": 939,
+  "passmark_cpu_mark": 872,
   "specint2006": null,
   "specfp2006": null,
   "dhrystone_mips": null,
@@ -40,6 +40,7 @@
   "msrp_usd": null,
   "verified": false,
   "source_urls": [
-    "https://www.kaggle.com/datasets/lincolnzh/cpu-specifications-dataset"
+    "https://www.kaggle.com/datasets/lincolnzh/cpu-specifications-dataset",
+    "https://www.cpubenchmark.net/cpu.php?cpu=AMD+Athlon+7450"
   ]
 }

data/cpu/amd/2009/consumer/amd-athlon-7550-dual-core.json

@@ -30,16 +30,17 @@
   "cinebench_r11_5_multi": null,
   "cinebench_r10_single": null,
   "cinebench_r10_multi": null,
-  "passmark_single": null,
-  "passmark_cpu_mark": null,
+  "passmark_single": 969,
+  "passmark_cpu_mark": 977,
   "specint2006": null,
   "specfp2006": null,
   "dhrystone_mips": null,
   "whetstone_mflops": null,
   "superpi_1m_sec": null,
   "msrp_usd": null,
-  "verified": false,
+  "verified": true,
   "source_urls": [
-    "https://www.kaggle.com/datasets/lincolnzh/cpu-specifications-dataset"
+    "https://www.kaggle.com/datasets/lincolnzh/cpu-specifications-dataset",
+    "https://www.cpubenchmark.net/cpu.php?cpu=AMD+Athlon+7550"
   ]
 }

data/cpu/amd/2009/consumer/amd-athlon-7750-dual-core.json

@@ -30,8 +30,8 @@
   "cinebench_r11_5_multi": null,
   "cinebench_r10_single": null,
   "cinebench_r10_multi": null,
-  "passmark_single": null,
-  "passmark_cpu_mark": null,
+  "passmark_single": 1044,
+  "passmark_cpu_mark": 997,
   "specint2006": null,
   "specfp2006": null,
   "dhrystone_mips": null,
@@ -40,6 +40,7 @@
   "msrp_usd": 80,
   "verified": false,
   "source_urls": [
-    "https://www.kaggle.com/datasets/lincolnzh/cpu-specifications-dataset"
+    "https://www.kaggle.com/datasets/lincolnzh/cpu-specifications-dataset",
+    "https://www.cpubenchmark.net/cpu.php?cpu=AMD+Athlon+7750"
   ]
 }

data/cpu/amd/2009/consumer/amd-athlon-7850-dual-core.json

@@ -30,8 +30,8 @@
   "cinebench_r11_5_multi": null,
   "cinebench_r10_single": null,
   "cinebench_r10_multi": null,
-  "passmark_single": null,
-  "passmark_cpu_mark": null,
+  "passmark_single": 1118,
+  "passmark_cpu_mark": 1058,
   "specint2006": null,
   "specfp2006": null,
   "dhrystone_mips": null,
@@ -40,6 +40,7 @@
   "msrp_usd": 100,
   "verified": false,
   "source_urls": [
-    "https://www.kaggle.com/datasets/lincolnzh/cpu-specifications-dataset"
+    "https://www.kaggle.com/datasets/lincolnzh/cpu-specifications-dataset",
+    "https://www.cpubenchmark.net/cpu.php?cpu=AMD+Athlon+7850"
   ]
 }

data/cpu/amd/2009/consumer/amd-athlon-dual-core-4050e.json

@@ -30,8 +30,8 @@
   "cinebench_r11_5_multi": null,
   "cinebench_r10_single": null,
   "cinebench_r10_multi": null,
-  "passmark_single": null,
-  "passmark_cpu_mark": null,
+  "passmark_single": 751,
+  "passmark_cpu_mark": 674,
   "specint2006": null,
   "specfp2006": null,
   "dhrystone_mips": null,
@@ -40,6 +40,7 @@
   "msrp_usd": null,
   "verified": false,
   "source_urls": [
-    "https://www.kaggle.com/datasets/lincolnzh/cpu-specifications-dataset"
+    "https://www.kaggle.com/datasets/lincolnzh/cpu-specifications-dataset",
+    "https://www.cpubenchmark.net/cpu.php?cpu=AMD+Athlon+Dual+Core+4050e&id=102"
   ]
 }

data/cpu/amd/2009/consumer/amd-athlon-dual-core-4450b.json

@@ -30,8 +30,8 @@
   "cinebench_r11_5_multi": null,
   "cinebench_r10_single": null,
   "cinebench_r10_multi": null,
-  "passmark_single": null,
-  "passmark_cpu_mark": null,
+  "passmark_single": 804,
+  "passmark_cpu_mark": 728,
   "specint2006": null,
   "specfp2006": null,
   "dhrystone_mips": null,
@@ -40,6 +40,7 @@
   "msrp_usd": 31,
   "verified": false,
   "source_urls": [
-    "https://www.kaggle.com/datasets/lincolnzh/cpu-specifications-dataset"
+    "https://www.kaggle.com/datasets/lincolnzh/cpu-specifications-dataset",
+    "https://www.cpubenchmark.net/cpu.php?cpu=AMD+Athlon+Dual+Core+4450B&id=103"
   ]
 }

data/cpu/amd/2009/consumer/amd-athlon-dual-core-4450e.json

@@ -30,8 +30,8 @@
   "cinebench_r11_5_multi": null,
   "cinebench_r10_single": null,
   "cinebench_r10_multi": null,
-  "passmark_single": null,
-  "passmark_cpu_mark": null,
+  "passmark_single": 807,
+  "passmark_cpu_mark": 727,
   "specint2006": null,
   "specfp2006": null,
   "dhrystone_mips": null,
@@ -40,6 +40,7 @@
   "msrp_usd": null,
   "verified": false,
   "source_urls": [
-    "https://www.kaggle.com/datasets/lincolnzh/cpu-specifications-dataset"
+    "https://www.kaggle.com/datasets/lincolnzh/cpu-specifications-dataset",
+    "https://www.cpubenchmark.net/cpu.php?cpu=AMD+Athlon+Dual+Core+4450e&id=104"
   ]
 }

data/cpu/amd/2009/consumer/amd-athlon-dual-core-4850e.json

@@ -30,8 +30,8 @@
   "cinebench_r11_5_multi": null,
   "cinebench_r10_single": null,
   "cinebench_r10_multi": null,
-  "passmark_single": null,
-  "passmark_cpu_mark": null,
+  "passmark_single": 906,
+  "passmark_cpu_mark": 799,
   "specint2006": null,
   "specfp2006": null,
   "dhrystone_mips": null,
@@ -40,6 +40,7 @@
   "msrp_usd": 39,
   "verified": false,
   "source_urls": [
-    "https://www.kaggle.com/datasets/lincolnzh/cpu-specifications-dataset"
+    "https://www.kaggle.com/datasets/lincolnzh/cpu-specifications-dataset",
+    "https://www.cpubenchmark.net/cpu.php?cpu=AMD+Athlon+Dual+Core+4850e&id=106"
   ]
 }