Trust and health report
ai-engineering-from-scratch - trust report
Sourced, dated trust signals - maintenance label posture, repository provenance, and security scan status. Not a composite safety grade.
GraphCanon updated 5d · GitHub synced 5d
Maintenance
Recency and activity heuristics from public GitHub metadata (maintenance label, momentum); methodology: github_public_v1.
Very active96% signal
last push 6d ago · last release 1w · 2 releases (90d)
+8.3k stars (30d) · +9 open issues (30d)
Provenance
Repository identity and fork provenance (github_public_v1).
- GitHub repo id: 1185590488
- Not a fork
- Personal account
- Computed 5d
Security intelligence
Source-by-source security scan results from public intelligence providers. Missing, partial, or failed queries are shown explicitly and are not treated as clean.
OSV dependency advisories
Published findings- Last query
- 2w
- Scanner
- osv@v1
- Stored findings
- 113
OpenSSF Scorecard
Not queried- Scanner
- openssf-scorecard@v1
Weekly public scans omit some checks at scale.
View source evidenceDependency advisories (deduplicated)
GHSA-3749-ghw9-m3mg
torch@2.0 · osv@v1
requirements.txt
GHSA-53q9-r3pm-6pq6
torch@2.0 · osv@v1
requirements.txt
GHSA-5pcm-hx3q-hm94
torch@2.0 · osv@v1
requirements.txt
GHSA-887c-mr87-cxwp
torch@2.0 · osv@v1
requirements.txt
GHSA-c678-jfcj-6jmf
torch@2.0 · osv@v1
requirements.txt
GHSA-f4hp-rmr7-r7v8
torch@2.0 · osv@v1
requirements.txt
GHSA-pg7h-5qx3-wjr3
torch@2.0 · osv@v1
requirements.txt
GHSA-qfhq-4f3w-5fph
torch@2.0 · osv@v1
requirements.txt
GHSA-rrmf-rvhw-rf47
torch@2.0 · osv@v1
requirements.txt
GHSA-vgrw-7cvw-pwgx
torch@2.0 · osv@v1
requirements.txt
GHSA-x3gm-94wq-g975
torch@2.0 · osv@v1
requirements.txt
PYSEC-2024-250
torch@2.0 · osv@v1
requirements.txt
PYSEC-2024-251
torch@2.0 · osv@v1
requirements.txt
PYSEC-2024-252
torch@2.0 · osv@v1
requirements.txt
PYSEC-2024-259
torch@2.0 · osv@v1
requirements.txt
PYSEC-2025-191
torch@2.0 · osv@v1
requirements.txt
PYSEC-2025-198
torch@2.0 · osv@v1
requirements.txt
PYSEC-2025-203
torch@2.0 · osv@v1
requirements.txt
PYSEC-2025-204
torch@2.0 · osv@v1
requirements.txt
PYSEC-2025-205
torch@2.0 · osv@v1
requirements.txt
PYSEC-2025-206
torch@2.0 · osv@v1
requirements.txt
PYSEC-2025-207
torch@2.0 · osv@v1
requirements.txt
PYSEC-2025-208
torch@2.0 · osv@v1
requirements.txt
PYSEC-2025-209
torch@2.0 · osv@v1
requirements.txt
PYSEC-2025-41
torch@2.0 · osv@v1
requirements.txt
PYSEC-2026-139
torch@2.0 · osv@v1
requirements.txt
PYSEC-2026-1970
torch@2.0 · osv@v1
requirements.txt
PYSEC-2026-2286
torch@2.0 · osv@v1
requirements.txt
GHSA-29pf-2h5f-8g72
transformers@4.30 · osv@v1
requirements.txt
GHSA-37mw-44qp-f5jm
transformers@4.30 · osv@v1
requirements.txt
GHSA-37q5-v5qm-c9v8
transformers@4.30 · osv@v1
requirements.txt
GHSA-3863-2447-669p
transformers@4.30 · osv@v1
requirements.txt
GHSA-4w7r-h757-3r74
transformers@4.30 · osv@v1
requirements.txt
GHSA-59p9-h35m-wg4g
transformers@4.30 · osv@v1
requirements.txt
GHSA-69w3-r845-3855
transformers@4.30 · osv@v1
requirements.txt
GHSA-6rvg-6v2m-4j46
transformers@4.30 · osv@v1
requirements.txt
GHSA-9356-575x-2w9m
transformers@4.30 · osv@v1
requirements.txt
GHSA-fgcw-684q-jj6r
transformers@4.30 · osv@v1
requirements.txt
GHSA-fpwr-67px-3qhx
transformers@4.30 · osv@v1
requirements.txt
GHSA-hxxf-235m-72v3
transformers@4.30 · osv@v1
requirements.txt
GHSA-jjph-296x-mrcr
transformers@4.30 · osv@v1
requirements.txt
GHSA-phhr-52qp-3mj4
transformers@4.30 · osv@v1
requirements.txt
GHSA-q2wp-rjmx-x6x9
transformers@4.30 · osv@v1
requirements.txt
GHSA-qq3j-4f4f-9583
transformers@4.30 · osv@v1
requirements.txt
GHSA-qxrp-vhvm-j765
transformers@4.30 · osv@v1
requirements.txt
GHSA-rcv9-qm8p-9p6j
transformers@4.30 · osv@v1
requirements.txt
GHSA-v68g-wm8c-6x7j
transformers@4.30 · osv@v1
requirements.txt
GHSA-wrfc-pvp9-mr9g
transformers@4.30 · osv@v1
requirements.txt
PYSEC-2023-300
transformers@4.30 · osv@v1
requirements.txt
PYSEC-2023-301
transformers@4.30 · osv@v1
requirements.txt
PYSEC-2024-227
transformers@4.30 · osv@v1
requirements.txt
PYSEC-2024-228
transformers@4.30 · osv@v1
requirements.txt
PYSEC-2024-229
transformers@4.30 · osv@v1
requirements.txt
PYSEC-2025-211
transformers@4.30 · osv@v1
requirements.txt
PYSEC-2025-212
transformers@4.30 · osv@v1
requirements.txt
PYSEC-2025-213
transformers@4.30 · osv@v1
requirements.txt
PYSEC-2025-214
transformers@4.30 · osv@v1
requirements.txt
PYSEC-2025-215
transformers@4.30 · osv@v1
requirements.txt
PYSEC-2025-216
transformers@4.30 · osv@v1
requirements.txt
PYSEC-2025-217
transformers@4.30 · osv@v1
requirements.txt
PYSEC-2025-218
transformers@4.30 · osv@v1
requirements.txt
PYSEC-2025-40
transformers@4.30 · osv@v1
requirements.txt
PYSEC-2026-1977
transformers@4.30 · osv@v1
requirements.txt
PYSEC-2026-1978
transformers@4.30 · osv@v1
requirements.txt
PYSEC-2026-1980
transformers@4.30 · osv@v1
requirements.txt
PYSEC-2026-1981
transformers@4.30 · osv@v1
requirements.txt
PYSEC-2026-1982
transformers@4.30 · osv@v1
requirements.txt
PYSEC-2026-1983
transformers@4.30 · osv@v1
requirements.txt
PYSEC-2026-1984
transformers@4.30 · osv@v1
requirements.txt
PYSEC-2026-1985
transformers@4.30 · osv@v1
requirements.txt
PYSEC-2026-1986
transformers@4.30 · osv@v1
requirements.txt
PYSEC-2026-1987
transformers@4.30 · osv@v1
requirements.txt
PYSEC-2026-1988
transformers@4.30 · osv@v1
requirements.txt
PYSEC-2026-2288
transformers@4.30 · osv@v1
requirements.txt
PYSEC-2026-2289
transformers@4.30 · osv@v1
requirements.txt
PYSEC-2026-2290
transformers@4.30 · osv@v1
requirements.txt
GHSA-jw8x-6495-233v
scikit-learn@1.3 · osv@v1
requirements.txt
PYSEC-2024-110
scikit-learn@1.3 · osv@v1
requirements.txt
GHSA-3f63-hfp8-52jq
pillow@10.0 · osv@v1
requirements.txt
GHSA-44wm-f244-xhp3
pillow@10.0 · osv@v1
requirements.txt
GHSA-45hq-cxwh-f6vc
pillow@10.0 · osv@v1
requirements.txt
GHSA-4x4j-2g7c-83w6
pillow@10.0 · osv@v1
requirements.txt
GHSA-5x94-69rx-g8h2
pillow@10.0 · osv@v1
requirements.txt
GHSA-62p4-gmf7-7g93
pillow@10.0 · osv@v1
requirements.txt
GHSA-6r8x-57c9-28j4
pillow@10.0 · osv@v1
requirements.txt
GHSA-8v84-f9pq-wr9x
pillow@10.0 · osv@v1
requirements.txt
GHSA-9hw9-ch79-4vh6
pillow@10.0 · osv@v1
requirements.txt
GHSA-fj7v-r99m-22gq
pillow@10.0 · osv@v1
requirements.txt
GHSA-j7hp-h8jx-5ppr
pillow@10.0 · osv@v1
requirements.txt
GHSA-jjj6-mw9f-p565
pillow@10.0 · osv@v1
requirements.txt
GHSA-phj9-mv4w-65pm
pillow@10.0 · osv@v1
requirements.txt
GHSA-r73j-pqj5-w3x7
pillow@10.0 · osv@v1
requirements.txt
GHSA-vjc4-5qp5-m44j
pillow@10.0 · osv@v1
requirements.txt
GHSA-wjx4-4jcj-g98j
pillow@10.0 · osv@v1
requirements.txt
GHSA-xj96-63gp-2gmr
pillow@10.0 · osv@v1
requirements.txt
PYSEC-2023-175
pillow@10.0 · osv@v1
requirements.txt
PYSEC-2026-165
pillow@10.0 · osv@v1
requirements.txt
PYSEC-2026-1793
pillow@10.0 · osv@v1
requirements.txt
PYSEC-2026-1794
pillow@10.0 · osv@v1
requirements.txt
PYSEC-2026-2253
pillow@10.0 · osv@v1
requirements.txt
PYSEC-2026-2254
pillow@10.0 · osv@v1
requirements.txt
PYSEC-2026-2255
pillow@10.0 · osv@v1
requirements.txt
PYSEC-2026-2256
pillow@10.0 · osv@v1
requirements.txt
PYSEC-2026-2257
pillow@10.0 · osv@v1
requirements.txt
PYSEC-2026-2874
pillow@10.0 · osv@v1
requirements.txt
PYSEC-2026-3451
pillow@10.0 · osv@v1
requirements.txt
PYSEC-2026-3453
pillow@10.0 · osv@v1
requirements.txt
PYSEC-2026-3454
pillow@10.0 · osv@v1
requirements.txt
PYSEC-2026-3493
pillow@10.0 · osv@v1
requirements.txt
PYSEC-2026-3494
pillow@10.0 · osv@v1
requirements.txt
PYSEC-2026-3495
pillow@10.0 · osv@v1
requirements.txt
PYSEC-2026-3496
pillow@10.0 · osv@v1
requirements.txt
PYSEC-2026-457
pillow@10.0 · osv@v1
requirements.txt
Method and caveats: these are sourced, dated heuristics from public GitHub data and external security intelligence providers. A status like "no published findings from this source" is not a guarantee of safety. Read the full trust methodology · JSON report at /api/graphcanon/tools/rohitg00-ai-engineering-from-scratch/trust.
Common questions
- Is ai-engineering-from-scratch maintained?
- GraphCanon rates ai-engineering-from-scratch "Very active" (96% maintenance signal from public GitHub metadata, computed 5d). Last push was 6 days ago. 2 GitHub releases in the last 90 days. This is a recency heuristic, not a guarantee the project will stay maintained.
- Is ai-engineering-from-scratch safe to use?
- Last scanned 2w (deps profile). Status: 113 low - 113 low finding(s) in the latest scan. GraphCanon does not claim the project is safe or vulnerability-free; review findings on the trust report. GraphCanon does not certify ai-engineering-from-scratch as safe - review maintenance, provenance, and scan findings on this page before adopting.
- Is ai-engineering-from-scratch a fork?
- No. ai-engineering-from-scratch is not flagged as a fork in GitHub metadata at the time of the last refresh.
- Does ai-engineering-from-scratch have known security vulnerabilities?
- Last scanned 2w (deps profile). Status: 113 low - 113 low finding(s) in the latest scan. GraphCanon does not claim the project is safe or vulnerability-free; review findings on the trust report.
- How often is the ai-engineering-from-scratch trust report updated?
- Trust signals refresh on GitHub ingest/refresh cycles and optional dependency/MCP scans. This report was computed 5d (methodology github_public_v1).
- What does GraphCanon never claim about ai-engineering-from-scratch?
- We never publish a composite safety grade, pen-test endorsement, or "verified secure" label for ai-engineering-from-scratch. Signals are sourced heuristics with explicit limits - see trust methodology.
- How does GraphCanon assess trust for ai-engineering-from-scratch?
- Signals are sourced from public GitHub metadata and optional dependency/MCP manifest scans, each tagged with methodology version and computed date. GraphCanon does not publish a composite safety grade. Read trust methodology for full scope and limits.