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Sagargupta16/bedrock-multi-model-mcp

https://github.com/Sagargupta16/bedrock-multi-model-mcp · scanned 2026-06-15 23:59 UTC (2 months, 3 weeks ago)

14 raw signals (7 security + 7 graph)

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Complete repo analysis

Last scanned 2 months, 3 weeks ago · v1 · 13 actionable findings from 2 signal sources. 2 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

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66.7% cov · 7 findings

Severity distribution — click a segment to filter

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Severity: Critical 1 High 2 Medium 6 Low 2 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 6 System graph 7 Crowd 0 Layer: Quality 9 Security 2 Frontend 1 Cicd 1

Exclude dismissed / FP Exclude test files

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Scan summary Repository scanned at 94.8/100 with 66.7% coverage. It contains 44 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 7 findings — concentrated in quality (4), frontend (1), security (1). Risk profile is low: 0 critical, 0 high, 3 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 11 of 13 actionable findings. 15 raw detector signals were grouped into reader-sized issues. Click TP / FP to vote on a finding's accuracy — votes adjust the confidence weighting and improve detection across the platform.

critical Security checks security auth conf 0.78 2 occurrences Foundry mined security auth guardrail gaps: Sagargupta16/bedrock-multi-model-mcp

Graph query export: Security/auth changes without enough guardrails Query id: security_auth_guardrail_gaps Query type: motif_query Intent: Assumption-check security/auth examples requiring stronger tests or CI. Motif: security_auth_without_guardrails Training usage: assumption_check Graph gold labe…

2 occurrences

repo-level (2 hits)

high Security checks quality Practices conf 0.84 Foundry mined bad chains: Sagargupta16/bedrock-multi-model-mcp

Comment chain pattern product: bad_chains Repo: Sagargupta16/bedrock-multi-model-mcp Thread: Sagargupta16/bedrock-multi-model-mcp#1 Outcome: not_resolved_or_not_observed Thread label: thread_has_human_issue_without_fix_context Source graph label: source_artifact_without_verification_graph Reasons: …

high Security checks quality Testing conf 0.78 Foundry mined test ci gap after feedback: Sagargupta16/bedrock-multi-model-mcp

Graph query export: Feedback exposes missing tests or CI Query id: test_ci_gap_after_feedback Query type: motif_query Intent: Hard negatives for feedback/fix chains without adequate guardrails. Motif: test_ci_gap_after_feedback Training usage: hard_negative Graph gold label: supported_by_high_confi…

medium Security checks quality Practices conf 0.62 2 occurrences Foundry mined assumption checks: Sagargupta16/bedrock-multi-model-mcp

Comment chain pattern product: assumption_checks Repo: Sagargupta16/bedrock-multi-model-mcp Thread: Sagargupta16/bedrock-multi-model-mcp#4 Outcome: claimed_resolved_unverified Thread label: thread_has_human_issue_and_fix_context Source graph label: source_artifact_without_verification_graph Reasons…

2 occurrences

repo-level (2 hits)

medium Security checks quality maintenance conf 0.70 Foundry mined blueprint gap alignment: Sagargupta16/bedrock-multi-model-mcp

Graph query export: Human feedback aligned with blueprint or architecture gaps Query id: blueprint_gap_alignment Query type: motif_query Intent: Curriculum-gap examples connecting issue threads to helicopter-view gaps. Motif: blueprint_gap_alignment Training usage: curriculum_gap Graph gold label: …

medium Security checks quality Practices conf 0.70 Foundry mined unresolved feedback: Sagargupta16/bedrock-multi-model-mcp

Graph query export: Human feedback without linked fix evidence Query id: unresolved_feedback Query type: motif_query Intent: Negative/unresolved examples that should not be hallucinated into fixes. Motif: unlinked_feedback_needs_evidence Training usage: negative_or_unresolved Graph gold label: assu…

medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — src/bedrock/client.ts:34

Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.

runtime safetyRobustness

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 cicd CI/CD security conf 1.00 No CI/CD pipelines detected

No GitHub Actions, GitLab CI, or CircleCI configs found. Without CI you can't gate deploys on tests/lints.

CI/CD securityCoverage

low System graph quality Tests conf 1.00 Low test-to-source ratio

1 tests / 8 src (ratio 0.12).

low System graph quality Provenance conf 1.00 Shallow git history limits provenance confidence

The repository is a shallow clone. Origin/evolution analysis cannot distinguish fresh generation, imported legacy code, or long-lived human code with high confidence.

Git historyGenerated repo pattern

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