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AniruddhaPKawarase/agentic-ai-platform

https://github.com/AniruddhaPKawarase/agentic-ai-platform · scanned 2026-06-17 01:15 UTC (1 month, 2 weeks ago)

21 raw signals (0 security + 21 graph)

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Complete repo analysis

Last scanned 1 month, 2 weeks ago · v2 · last Δ +12.5 (diff) · 21 actionable findings from 1 signal source. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
89.2
/100
Security checks
89
0 findings
System graph
89
66.7% cov · 21 findings
Critical
0
click to filter
Agents
10
0 votes
Crowd
0
reported
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 0 High 0 Medium 2 Low 19 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 21 Crowd 0 Layer: Software 16 Security 1 Quality 4
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Scan summary Repository scanned at 89.2/100 with 66.7% coverage. It contains 78 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 21 findings — concentrated in software (16), quality (4), security (1). Risk profile is low: 0 critical, 0 high, 2 medium. Recommended next step: open the software layer findings first — that's where the highest-impact wins live.

Showing 21 of 21 actionable findings. Click TP / FP to vote on a finding's accuracy — votes adjust the confidence weighting and improve detection across the platform.

medium System graph security Coverage conf 1.00 No auth library detected
The scanner did not find any standard auth library (JWT, OAuth, NextAuth, Auth0, etc.). The repo has auth/admin/session surface indicators, so auth may live in custom code, in a separate service, or be missing.
auth
medium System graph quality Tests conf 1.00 Very low test-to-source ratio
0 test file(s) for 7 source file(s) (ratio 0.00). Consider adding integration or unit tests for critical paths.
Coverage
low System graph quality Production readiness conf 1.00 Composite production-readiness gap
Multiple low-cost hardening controls are missing together: ci, tests. Opus verification showed these co-occurring gaps are a better readiness signal than reading each flag in isolation.
Repo hardeningGenerated repo pattern
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 41 console/debugger/print-style debug statements in non-test source. This is a common fast-generation residue before production cleanup.
CleanupRepo hardeningGenerated repo pattern
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `list_objects_v2` in shared/s3_utils/operations.py:165
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph software Dead code conf 1.00 Possibly dead Python function: conversation_memory_key
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
shared/s3_utils/helpers.py:55
low System graph software Dead code conf 1.00 Possibly dead Python function: dated_log_key
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
shared/s3_utils/helpers.py:166
low System graph software Dead code conf 1.00 Possibly dead Python function: dedup_db_key
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
shared/s3_utils/helpers.py:120
low System graph software Dead code conf 1.00 Possibly dead Python function: delete_prefix
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
shared/s3_utils/operations.py:240
low System graph software Dead code conf 1.00 Possibly dead Python function: docqa_session_chunks_key
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
shared/s3_utils/helpers.py:153
low System graph software Dead code conf 1.00 Possibly dead Python function: docqa_session_index_key
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
shared/s3_utils/helpers.py:143
low System graph software Dead code conf 1.00 Possibly dead Python function: docqa_session_meta_key
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
shared/s3_utils/helpers.py:133
low System graph software Dead code conf 1.00 Possibly dead Python function: download_bytes
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
shared/s3_utils/operations.py:116
low System graph software Dead code conf 1.00 Possibly dead Python function: faiss_index_key
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
shared/s3_utils/helpers.py:78
low System graph software Dead code conf 1.00 Possibly dead Python function: generated_document_key
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
shared/s3_utils/helpers.py:32
low System graph software Dead code conf 1.00 Possibly dead Python function: get_s3_resource
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
shared/s3_utils/client.py:77
low System graph software Dead code conf 1.00 Possibly dead Python function: ingestion_log_key
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
shared/s3_utils/helpers.py:110
low System graph software Dead code conf 1.00 Possibly dead Python function: object_exists
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
shared/s3_utils/operations.py:189
low System graph software Dead code conf 1.00 Possibly dead Python function: resume_state_key
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
shared/s3_utils/helpers.py:100
low System graph software Dead code conf 1.00 Possibly dead Python function: session_key
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
shared/s3_utils/helpers.py:68
low System graph software Dead code conf 1.00 Possibly dead Python function: upload_bytes
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
shared/s3_utils/operations.py:51
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