[Seungpyo1007]

Weekly data refresh — 2026-10-19

Automated live re-scrape + full-dataset integrity gate + static dump.

Validation

• app.validate (schema/range/slug/FK): passed
• integrity_check.py --strict (cross-source anomaly gate): passed

Verification (Tier 0 existence/trust)

Traceback (most recent call last):
File "", line 198, in _run_module_as_main
File "", line 88, in _run_code
File "/home/runner/work/TechEngine/TechEngine/app/verify/main.py", line 8, in
sys.exit(main())
^^^^^^
File "/home/runner/work/TechEngine/TechEngine/app/verify/cli.py", line 850, in main
result: int = args.func(args)
^^^^^^^^^^^^^^^
File "/home/runner/work/TechEngine/TechEngine/app/verify/cli.py", line 82, in cmd_score
records = load_all(only=changed)
^^^^^^^^^^^^^^^^^^^^^^
File "/home/runner/work/TechEngine/TechEngine/app/verify/common.py", line 92, in load_all
cat: load_category(cat, None if cat in FK_CATEGORIES else only)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/runner/work/TechEngine/TechEngine/app/verify/common.py", line 80, in load_category
return [Record(category, path, data) for path, data in _load(category, only)]
^^^^^^^^^^^^^^^^^^^^^
TypeError: _load() takes 1 positional argument but 2 were given

Enrichment summaries

Closes #295

[Seungpyo1007]

🔎 Data verification — Tier 0 (offline existence/trust)

Scored by app.verify; posted by TechEngineBot. Informational only — the structural gate (app.validate) is separate and authoritative for merge.

13/13 categories ? 213,649 records ? diff base develop@db1dea0

Changed records in this PR

4 record(s) assessed.

%%{init: {"theme":"base","themeVariables":{"pie1":"#3fb950","pie2":"#d29922","pie3":"#f85149","pieStrokeWidth":"0px","pieOpacity":"1"}}}%%
pie showData
    title Verification bands — all records
    "Green" : 4
    "Yellow" : 0
    "Red" : 0

Loading

Category	Distribution	Total	🟢	🟡	🔴	🟢 %
cpu	🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩	4	4	0	0	100.0%
All	🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩	4	4	0	0	100.0%

Full-dataset baseline

As of 2026-10-06T12:12:50Z (daily verify-status aggregate).

category	total	green	yellow	red
brand	3022	122	2900	0
soc	2117	284	837	996
smartphone	92824	18216	74555	53
tablet	3305	293	3011	1
watch	418	96	320	2
pda	112	80	32	0
gpu	2083	1536	547	0
cpu	4628	4340	287	1
laptop	1966	126	1840	0
monitor	231	3	228	0
software	42493	366	42127	0
website	40084	13420	26664	0
device_catalog	20366	0	20366	0
all	213649	38882	173714	1053

_{green = authoritative source + complete + consistent · yellow = plausible, needs confirmation · red = sparse/weak source or a hard contradiction. Promotion to verified runs in the scheduled verify-network workflow.}

[Seungpyo1007]

TechEngine change review: PASS

13/13 categories ? 213,649 records ? diff base develop@db1dea0

• PR: chore(data): weekly refresh 2026-10-19 #370
• Ref: refresh/2026-10-19
• Commit: f714c78
• Requested by: @Seungpyo1007
• Run: https://github.com/GetTechAPI/TechEngine/actions/runs/39271920070

Check	Result
python -m app.validate	PASS
Changed dump JSON and manifest/index counts	PASS
New hard integrity anomalies vs PR base	PASS

Changed data

Category	Added	Modified	Deleted	Added verified	Added unverified	Added Kaggle-sourced
brand	0	0	0	0	0	0
soc	0	0	0	0	0	0
smartphone	0	0	0	0	0	0
tablet	0	0	0	0	0	0
watch	0	0	0	0	0	0
pda	0	0	0	0	0	0
gpu	0	0	0	0	0	0
cpu	0	4	0	0	0	0
laptop	0	0	0	0	0	0
monitor	0	0	0	0	0	0
software	0	0	0	0	0	0
website	0	0	0	0	0	0
device_catalog	0	0	0	0	0	0

Changed record examples

cpu modified

• cpu/intel/2010/enterprise/xeon-e6510.json - Intel Xeon E6510
• cpu/intel/2010/enterprise/xeon-e6540.json - Intel Xeon E6540
• cpu/intel/2010/enterprise/xeon-e7520.json - Intel Xeon E7520
• cpu/intel/2010/enterprise/xeon-l7555.json - Intel Xeon L7555

Heuristic review

• Heuristic warnings: none found.

[Seungpyo1007]

TechEngine validation stats: PASS

13/13 categories ? 213,649 records ? diff base develop@db1dea0

• PR: chore(data): weekly refresh 2026-10-19 #370
• Ref: refresh/2026-10-19
• Commit: f714c78
• Run: https://github.com/GetTechAPI/TechEngine/actions/runs/39271920070

Data summary

Category	Total	Verified	Unverified	Missing verified	Tracked	Verified % of tracked
brand	3022	123	2899	0	3022	4.1%
soc	2117	284	1833	0	2117	13.4%
smartphone	92824	17235	75589	0	92824	18.6%
tablet	3305	293	3012	0	3305	8.9%
watch	418	98	320	0	418	23.4%
pda	112	68	44	0	112	60.7%
gpu	2083	1496	587	0	2083	71.8%
cpu	4628	4222	406	0	4628	91.2%
laptop	1966	129	1837	0	1966	6.6%
monitor	231	21	210	0	231	9.1%
software	42493	358	42135	0	42493	0.8%
website	40084	14721	25363	0	40084	36.7%
device_catalog	20366	0	20366	0	20366	0.0%
all	213649	39048	174601	0	213649	18.3%

Warning

Tracked verified coverage is below 50% for device_catalog 0.0% (0/20366), software 0.8% (358/42493), brand 4.1% (123/3022), laptop 6.6% (129/1966), tablet 8.9% (293/3305), monitor 9.1% (21/231), soc 13.4% (284/2117), all 18.3% (39048/213649), and 3 more.
Tracked coverage excludes records missing the verified field; see the Missing verified column for those records.
This does not fail validation. Keep imported records verified: false until manual audit, but treat this as follow-up verification work before relying on the affected categories as curated data.

Validation notes

• The integrity gate blocks only hard anomalies introduced by this PR relative to its merge base.
• Full advisory outlier listings are suppressed on successful runs because they are dataset-wide and mostly stable between PRs.
• Failure runs still include a detailed log excerpt for debugging.

Key output:

## app.validate
## integrity_check.py (PR head compared with PR base, changed records only)
loaded CPU=4 GPU=0

Integrity section	Flagged lines
structural	0
CPU name/tier consistency (desktop mainstream only)	0
CPU single>multi (cinebench/geekbench — should be multi>=single)	0
CPU era-vs-score outliers	0
CPU cross-source ratio outliers (possible wrong-variant)	0
GPU cross-source ratio outliers + sanity	0