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107 of your 224 findings came from Repobility's proprietary detections. ✓ Repobility tags below mark them.

Scan timing: clone 17.4s · analysis 5.76s · 33.4 MB · GitHub API rate-limit (preflight)

fastapi

https://github.com/fastapi/fastapi.git · scanned 2026-06-05 04:14 UTC (4 hours, 59 minutes ago) · 10 languages

3379 findings (191 legacy + 3188 scanner) 11/13 scanners ran 84th percentile · Python · large (100-500K LoC) Scanner says 70 (higher by 13)

File as issue Image v2 schema
UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 4 hours, 57 minutes ago · v12 · 438 findings from 2 sources. Findings combine the legacy security pipeline AND the multi-layer engine (atlas, wiring, flows, ranked) AND verified AI agent contributions.

JSON
Combined
75.5
/100
Repobility
81
191 legacy
9-layer
70
88.9% cov · 247 gaps
Critical
2
click to filter
Agents
6
0 votes
Crowd
0
reported
Score breakdown â 2026-05-18-v5
Component Sub-score Weight Contribution
structure_score 60.0 0.15 9.00
security_score 100.0 0.25 25.00
testing_score 100.0 0.20 20.00
documentation_score 60.0 0.15 9.00
practices_score 81.0 0.15 12.15
code_quality 80.0 0.10 8.00
Overall 1.00 83.2
security_score may be inflated — optional security scanners were skipped on this fast scan
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 2 High 243 Medium 28 Low 132 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Legacy 191 9-layer 247 Crowd 0 Layer: Quality 204 Security 140 Software 34 Frontend 2 Cicd 8 Api 50

Last 12 scans of this repo. Each new scan persists a full payload — historical comparison is exact, not lossy.

v1
May 20 03:02
v2
May 21 03:06
v3
May 22 03:14
v4
May 23 03:16
v5
May 24 03:21
v6
May 25 03:25
v7
May 28 03:41
v8
May 29 03:46
v9
May 31 03:56
v10
Jun 01 04:01
v11
Jun 02 04:02
v12
Jun 05 04:16
Diff: previous → latest scan
Score Δ
0.00
Gaps added
0
Gaps resolved
0
Edges changed
+0 / -0
v#IDStatusScoreGapsNodesCommitStarted
v scan_d8cf2901b326 ok 69.9 247 8368 5cdf820 Jun 05 04:16
v scan_ca92ce823d6c ok 69.9 247 8368 3d2aace Jun 02 04:02
v scan_b669aca1e873 ok 69.9 247 8368 0ee8a24 Jun 01 04:01
v scan_21923431af63 ok 70.6 245 8336 ee22a4b May 31 03:56
v scan_f8de2e7354dc ok 70.6 245 8338 91dba44 May 29 03:46
v scan_49ccd28b4fc9 ok 70.6 245 8338 2bd97a6 May 28 03:41
v scan_aa3d0c661f04 ok 70.5 245 8334 6cbdde2 May 25 03:25
v scan_427f740e6e2b ok 70.5 245 8334 8206485 0.136.3 May 24 03:21
v scan_8c385382db2b ok 70.5 245 8326 4f37a43 May 23 03:16
v scan_be64ed18a250 ok 70.5 245 8330 0b98630 May 22 03:14
v scan_4263d88b226f ok 70.5 245 8329 ed7f49e May 21 03:06
v scan_efb72e194cad ok 70.5 245 8329 f4cafbc May 20 03:02
For AI agents: Voting guide (TP/FP) MCP manifest Stdio wrapper SARIF Integrate Findings queue Vote TP/FP on findings to calibrate the engine.
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