Engineering Intelligence

Architecture assessment, risk findings, and modernization opportunities

Architecture Summary

12 recommendations

The repository follows a Next.js + FastAPI full-stack pattern with a separation between frontend (TypeScript/React) and backend (Python/FastAPI). The analysis covers 141 files across 2 languages totaling 10,912 LOC.

The Appearance.tsx component is the highest-risk module — it appears to couple visual state with application behavior and shared layout concerns, with an 82% risk score and 0.11 centrality.

Dependency confidence is low (1%) — only 3 edges were resolved. Framework aliases, dynamic imports, and convention-based routing prevent full static analysis.

Dependency confidence is low because framework aliases and dynamic imports limit static dependency resolution.

141

Files

35%

Arch. Health

62%

Mod. Readiness

Engineering Findings

Critical82% Risk

Separate presentation concerns from shared application state

The Appearance.tsx component couples UI presentation with application behavior. Move shared state handling outside the component boundary to reduce the 0.11 centrality score.

1 week · 98 LOC

High73% Risk

Isolate sidebar.tsx UI Primitive

The shared sidebar component is used across multiple features. Changes propagate widely. Add comprehensive tests before any refactoring.

3 days · 230 LOC

MediumLow resolution

Improve Dependency Resolution

Only 1% of dependencies were resolved. Configure path aliases and static import patterns to improve analysis accuracy.

Estimated effort: 1–2 days

Risk Concentration Trend

Technical debt appears concentrated in a small number of shared UI and infrastructure modules. Risk distribution suggests a small set of files carry disproportionate coupling weight.

Generated Engineering Notes

Module: Appearance.tsx

Path: frontend/src/components/Common/Appearance.tsx

Responsibilities: Manages visual theme state and layout appearance settings shared across multiple dashboard components.

Dependencies: sidebar.tsx (layout primitive), AppSidebar.tsx (sidebar wrapper), theme configuration.

Dependents: Dashboard layout, settings panel, and 3 additional components that reference appearance state.

Risk Assessment: High — shared dependency point with 82% risk score and 0.11 centrality. Changes to this module affect multiple downstream consumers.

Confidence Note: Some import relationships inferred from static analysis only. Dynamic theme switching may introduce additional runtime coupling.

Architecture Queries

Suggested queries:

Which files have the highest risk scores? Which modules have unresolved imports? Which components affect the sidebar layout? Which files should be tested before refactoring?

Dependency Health

Total Files141

Resolved Edges3

Dependency Confidence1%

NoteAliases & dynamic imports unresolved

This graph reflects statically discoverable imports only.

Suggested Onboarding Path

The following modules appear most important for understanding repository structure:

1Entry point → main.py

2API routes → api.py, users.py

3Frontend layout → Appearance.tsx

4Sidebar primitive → sidebar.tsx