chore(data): weekly refresh 2026-09-21

[TechEngineBot]

Weekly data refresh — 2026-09-21

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)

105758 record(s) scored.

%%{init: {"theme":"base","themeVariables":{"pie1":"#3fb950","pie2":"#d29922","pie3":"#f85149","pieStrokeWidth":"0px","pieOpacity":"1"}}}%%
pie showData
    title Verification bands — all records
    "Green" : 22283
    "Yellow" : 82274
    "Red" : 1201

Loading

Category	Distribution	Total	🟢	🟡	🔴	🟢 %
brand	🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨	207	24	183	0	11.6%
soc	🟩🟨🟨🟨🟨🟨🟥🟥🟥🟥🟥🟥	2104	146	844	1114	6.9%
smartphone	🟩🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟥	93396	17382	75934	80	18.6%
tablet	🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟥	3455	218	3236	1	6.3%
watch	🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟥	433	18	410	5	4.2%
pda	🟩🟩🟩🟩🟩🟩🟨🟨🟨🟨🟨🟨	140	66	74	0	47.1%
gpu	🟩🟩🟩🟩🟩🟨🟨🟨🟨🟨🟨🟨	2030	810	1220	0	39.9%
cpu	🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟨🟥	3993	3619	373	1	90.6%
All	🟩🟩🟩🟨🟨🟨🟨🟨🟨🟨🟨🟥	105758	22283	82274	1201	21.1%

Hard violations (forced red):

Count	Check
1	!boost_ge_base

Enrichment summaries

Closes #1

[TechEngineBot]

🔎 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.

Changed records in this PR

1337 record(s) scored.

%%{init: {"theme":"base","themeVariables":{"pie1":"#3fb950","pie2":"#d29922","pie3":"#f85149","pieStrokeWidth":"0px","pieOpacity":"1"}}}%%
pie showData
    title Verification bands — all records
    "Green" : 1253
    "Yellow" : 84
    "Red" : 0

Loading

Category	Distribution	Total	🟢	🟡	🔴	🟢 %
cpu	🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟨	1337	1253	84	0	93.7%
All	🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟨	1337	1253	84	0	93.7%

Full-dataset baseline

105758 record(s) scored.

%%{init: {"theme":"base","themeVariables":{"pie1":"#3fb950","pie2":"#d29922","pie3":"#f85149","pieStrokeWidth":"0px","pieOpacity":"1"}}}%%
pie showData
    title Verification bands — all records
    "Green" : 22283
    "Yellow" : 82274
    "Red" : 1201

Loading

Category	Distribution	Total	🟢	🟡	🔴	🟢 %
brand	🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨	207	24	183	0	11.6%
soc	🟩🟨🟨🟨🟨🟨🟥🟥🟥🟥🟥🟥	2104	146	844	1114	6.9%
smartphone	🟩🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟥	93396	17382	75934	80	18.6%
tablet	🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟥	3455	218	3236	1	6.3%
watch	🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟥	433	18	410	5	4.2%
pda	🟩🟩🟩🟩🟩🟩🟨🟨🟨🟨🟨🟨	140	66	74	0	47.1%
gpu	🟩🟩🟩🟩🟩🟨🟨🟨🟨🟨🟨🟨	2030	810	1220	0	39.9%
cpu	🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟨🟥	3993	3619	373	1	90.6%
All	🟩🟩🟩🟨🟨🟨🟨🟨🟨🟨🟨🟥	105758	22283	82274	1201	21.1%

Hard violations (forced red):

Count	Check
1	!boost_ge_base

_{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.}

[TechEngineBot]

TechEngine change review: PASS

• PR: chore(data): weekly refresh 2026-09-21 #195
• Ref: refresh/2026-09-21
• Commit: 4cfd67d
• Requested by: @TechEngineBot
• Run: https://github.com/GetTechAPI/TechEngine/actions/runs/35614094740

Check	Result
python -m app.validate	PASS
python integrity_check.py TechAPI/data --strict	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	1337	0	0	0	0

Changed record examples

cpu modified

• cpu/amd/2009/consumer/amd-phenom-ii-x4-905e.json - AMD Phenom II X4 905e
• cpu/amd/2010/consumer/amd-athlon-ii-neo-k125.json - AMD Athlon II Neo K125
• cpu/amd/2010/consumer/amd-phenom-8850b-triple-core.json - AMD Phenom 8850B Triple-Core
• cpu/amd/2010/consumer/amd-phenom-9450e-quad-core.json - AMD Phenom 9450e Quad-Core
• cpu/amd/2010/consumer/amd-phenom-ii-n620-dual-core.json - AMD Phenom II N620 Dual-Core
• cpu/amd/2010/consumer/amd-phenom-ii-n640-dual-core.json - AMD Phenom II N640 Dual-Core
• cpu/amd/2010/consumer/amd-phenom-ii-n830-triple-core.json - AMD Phenom II N830 Triple-Core
• cpu/amd/2010/consumer/amd-phenom-ii-n850-triple-core.json - AMD Phenom II N850 Triple-Core
• cpu/amd/2010/consumer/amd-phenom-ii-n930-quad-core.json - AMD Phenom II N930 Quad-Core
• cpu/amd/2010/consumer/amd-phenom-ii-n950-quad-core.json - AMD Phenom II N950 Quad-Core
• cpu/amd/2010/consumer/amd-phenom-ii-p820-triple-core.json - AMD Phenom II P820 Triple-Core
• cpu/amd/2010/consumer/amd-phenom-ii-p840-triple-core.json - AMD Phenom II P840 Triple-Core
• cpu/amd/2010/consumer/amd-phenom-ii-p920-quad-core.json - AMD Phenom II P920 Quad-Core
• cpu/amd/2010/consumer/amd-phenom-ii-p940-quad-core.json - AMD Phenom II P940 Quad-Core
• cpu/amd/2010/consumer/amd-phenom-ii-x2-555.json - AMD Phenom II X2 555
• ... 1322 more

Heuristic review

• Heuristic warnings: none found.

[TechEngineBot]

TechEngine validation stats: PASS

• PR: chore(data): weekly refresh 2026-09-21 #195
• Ref: refresh/2026-09-21
• Commit: 4cfd67d
• Run: https://github.com/GetTechAPI/TechEngine/actions/runs/35614094740

Data summary

Category	Total	Verified	Unverified	Missing verified	Tracked	Verified % of tracked
brand	207	24	183	0	207	11.6%
soc	2104	146	1958	0	2104	6.9%
smartphone	93396	17384	76012	0	93396	18.6%
tablet	3455	218	3237	0	3455	6.3%
watch	433	18	415	0	433	4.2%
pda	140	66	74	0	140	47.1%
gpu	2030	809	1221	0	2030	39.9%
cpu	3993	2724	1269	0	3993	68.2%
all	105758	21389	84369	0	105758	20.2%

Warning

Tracked verified coverage is below 50% for watch 4.2% (18/433), tablet 6.3% (218/3455), soc 6.9% (146/2104), brand 11.6% (24/207), smartphone 18.6% (17384/93396), all 20.2% (21389/105758), gpu 39.9% (809/2030), pda 47.1% (66/140).
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

• 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 --strict
loaded CPU=3993 GPU=2030
✅ integrity gate: no hard anomalies.

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	8
CPU cross-source ratio outliers (possible wrong-variant)	155
GPU cross-source ratio outliers + sanity	18