docs: update ARCHITECTURE.md and ARCHITECTURAL_ANALYSIS.md to reflect all low-priority items completed (LP-8)
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# Aegis — Deep Architectural Analysis
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> **Author:** Automated architecture review
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> **Date:** February 11, 2026 (updated February 19, 2026)
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> **Date:** February 11, 2026 (updated February 20, 2026)
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> **Scope:** Backend (FastAPI/Python), Frontend (React/TypeScript), Infrastructure (Docker)
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>
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> **Note:** Sections marked with ✅ reflect changes implemented since the initial analysis.
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@@ -69,9 +69,9 @@ Aegis follows a **layered monolithic architecture** deployed as two containers (
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| Layer | Files | Actual Responsibility |
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|-------|-------|----------------------|
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| **Routers** | 21 files | ✅ Thin HTTP adapters — auth, param parsing, response formatting. Delegate to services. |
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| **Services** | 30+ files | ✅ All business logic, query orchestration, domain validation. Framework-agnostic. |
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| **Domain** | 8+ files | ✅ Pure entities, value objects, ports, errors. Zero framework imports. |
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| **Routers** | 21 files | ✅ Thin HTTP adapters — auth, param parsing, response formatting. All delegate to services. |
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| **Services** | 33+ files | ✅ All business logic, query orchestration, domain validation. Framework-agnostic. |
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| **Domain** | 15+ files | ✅ Pure entities (Test, Technique, Campaign, Compliance), value objects, ports (repos + ImportService protocol), errors. Zero framework imports. |
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| **Infrastructure** | 5+ files | ✅ Repository implementations, Redis client, mappers. |
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| **Models** | 19 files | ORM table definitions — persistence mapping only |
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| **Schemas** | 10 files | Pydantic DTOs for request/response |
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@@ -91,9 +91,9 @@ def get_threat_actor(actor_id: str, db=Depends(get_db), current_user=Depends(get
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return get_actor_detail(db, actor_id)
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```
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Extracted services: `coverage_report_service`, `metrics_query_service`, `compliance_service`, `detection_rule_service`, `threat_actor_service`, `test_crud_service`, `evidence_service`, `campaign_crud_service`, `scoring_config_service`.
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Extracted services: `coverage_report_service`, `metrics_query_service`, `compliance_service`, `detection_rule_service`, `threat_actor_service`, `test_crud_service`, `evidence_service`, `campaign_crud_service`, `scoring_config_service`, `user_service`, `audit_query_service`, `data_source_service`.
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**Remaining:** `users.py`, `audit.py`, `data_sources.py`, `heatmap.py` still have direct queries. These are lower priority since they are simpler or already partially extracted.
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**Update (Feb 20):** All routers now delegate to services. No routers contain direct ORM queries or business logic.
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---
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@@ -110,25 +110,25 @@ Schemas NONE NONE LOW — NONE NONE
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Database NONE NONE NONE — NONE LOW
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```
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### 2.2. Router ↔ Model — ✅ LARGELY RESOLVED (was HIGH COUPLING)
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### 2.2. Router ↔ Model — ✅ FULLY RESOLVED (was HIGH COUPLING)
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**Update (Feb 19):** Most routers no longer import ORM models or execute queries directly. Only **4 out of 21 routers** still have direct DB access:
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**Update (Feb 20):** All routers now delegate to services. No router imports ORM models or executes queries directly.
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| Router | Status | Detail |
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|--------|--------|--------|
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| `techniques.py` | ✅ Extracted | Uses `SATechniqueRepository` via dependency injection |
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| `reports.py` | ✅ Extracted | Delegates to `coverage_report_service` |
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| `metrics.py` | ✅ Extracted | Delegates to `metrics_query_service` |
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| `compliance.py` | ✅ Extracted | Delegates to `compliance_service` |
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| `detection_rules.py` | ✅ Extracted | Delegates to `detection_rule_service` |
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| `threat_actors.py` | ✅ Extracted | Delegates to `threat_actor_service` |
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| `tests.py` | ✅ Extracted | Delegates to `test_crud_service` + `test_workflow_service` |
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| `evidence.py` | ✅ Extracted | Delegates to `evidence_service` |
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| `campaigns.py` | ✅ Extracted | Delegates to `campaign_crud_service` |
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| `users.py` | Remaining | Direct queries (simple CRUD) |
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| `audit.py` | Remaining | Direct queries (read-only list) |
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| `data_sources.py` | Remaining | Direct queries |
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| `heatmap.py` | Remaining | Complex queries (partially extracted via `heatmap_service`) |
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| Router | Status | Service |
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|--------|--------|---------|
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| `techniques.py` | ✅ Extracted | `SATechniqueRepository` via dependency injection |
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| `reports.py` | ✅ Extracted | `coverage_report_service` |
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| `metrics.py` | ✅ Extracted | `metrics_query_service` |
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| `compliance.py` | ✅ Extracted | `compliance_service` |
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| `detection_rules.py` | ✅ Extracted | `detection_rule_service` |
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| `threat_actors.py` | ✅ Extracted | `threat_actor_service` |
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| `tests.py` | ✅ Extracted | `test_crud_service` + `test_workflow_service` |
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| `evidence.py` | ✅ Extracted | `evidence_service` |
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| `campaigns.py` | ✅ Extracted | `campaign_crud_service` |
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| `users.py` | ✅ Extracted | `user_service` |
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| `audit.py` | ✅ Extracted | `audit_query_service` |
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| `data_sources.py` | ✅ Extracted | `data_source_service` |
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| `heatmap.py` | ✅ Extracted | `heatmap_service` |
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### 2.3. Router ↔ Database — HIGH COUPLING
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@@ -197,10 +197,13 @@ Communication is via REST API with aligned but independent types (`types/models.
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| **Threat actors** | ✅ SEPARATED | `threat_actor_service.py` handles queries, coverage, and gap analysis (N+1 fixed) |
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| **Evidence** | ✅ SEPARATED | `evidence_service.py` handles permission validation and queries with domain exceptions |
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| **Campaigns** | ✅ SEPARATED | `campaign_crud_service.py` handles CRUD, lifecycle, and scheduling |
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| **Heatmap/visualization** | PARTIAL | `heatmap_service.py` exists but router still has some logic |
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| **Data import** | WELL SEPARATED | The 8 import services are correctly isolated |
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| **Heatmap/visualization** | ✅ SEPARATED | `heatmap_service.py` contains all layer-building logic; router is a thin adapter |
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| **Data import** | ✅ WELL SEPARATED | 8 import services behind `ImportService` protocol + central registry |
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| **Data sources** | ✅ SEPARATED | `data_source_service.py` handles CRUD, sync dispatch, and stats |
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| **Users** | ✅ SEPARATED | `user_service.py` handles CRUD, validation, and hashing |
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| **Audit queries** | ✅ SEPARATED | `audit_query_service.py` handles paginated queries and distinct lookups |
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| **Notifications** | WELL SEPARATED | `notification_service.py` encapsulates all logic |
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| **Auditing** | WELL SEPARATED | `audit_service.py` is a pure `log_action()` function |
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| **Auditing (writes)** | WELL SEPARATED | `audit_service.py` is a pure `log_action()` function |
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### 3.2. Anemic Model (Anti-pattern)
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@@ -237,36 +240,40 @@ Logic that should be in domain models (business validations, state transitions,
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| Component | Compliant? | Detail |
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|-----------|-----------|-------|
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| `heatmap.py` (router) | PARTIAL | Still has some inline logic; `heatmap_service` exists but not fully extracted |
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| `heatmap.py` (router) | ✅ YES | Thin adapter → `heatmap_service` |
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| `reports.py` (router) | ✅ YES | Thin adapter → `coverage_report_service` |
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| `tests.py` (router) | ✅ YES | Thin adapter → `test_crud_service` + `test_workflow_service` |
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| `campaigns.py` (router) | ✅ YES | Thin adapter → `campaign_crud_service` |
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| `evidence.py` (router) | ✅ YES | Thin adapter → `evidence_service` |
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| `users.py` (router) | ✅ YES | Thin adapter → `user_service` |
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| `audit.py` (router) | ✅ YES | Thin adapter → `audit_query_service` |
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| `data_sources.py` (router) | ✅ YES | Thin adapter → `data_source_service` |
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| `scoring_service.py` | ✅ YES | Reads weights from `scoring_config_service` (DB-backed, not mutable settings) |
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| `test_workflow_service.py` | ✅ YES | Single responsibility: test state machine |
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| `notification_service.py` | ✅ YES | Single responsibility: notification management |
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| `audit_service.py` | ✅ YES | Single responsibility: audit logging |
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**Verdict:** All major routers now comply with SRP. Only `heatmap.py` and a few minor routers have remaining inline logic.
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**Verdict:** All routers now comply with SRP. Every router is a thin HTTP adapter delegating to a dedicated service.
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### 4.2. Open/Closed Principle (OCP) — ✅ PARTIALLY RESOLVED (was VIOLATION)
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### 4.2. Open/Closed Principle (OCP) — ✅ MOSTLY RESOLVED (was VIOLATION)
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**Update (Feb 19):**
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**Update (Feb 20):**
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- **Scoring weights:** ✅ Resolved — Weights are now persisted in the `scoring_config` DB table via `scoring_config_service.py`. The `ScoringWeights` value object validates invariants (sum = 100, non-negative). No more mutable global `settings`.
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- **Heatmap layers:** Each heatmap type is a separate endpoint with hardcoded logic. Adding a new layer type requires modifying the router.
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- **Import services:** Each data source is a separate service without a common interface. Adding a new source requires creating a new service AND modifying `data_sources.py` and `system.py`.
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- **Import services:** ✅ Resolved — All import services now satisfy the `ImportService` protocol (`domain/ports/import_service.py`). A central `IMPORT_REGISTRY` maps source names to lazy-loaded handlers. Adding a new import source requires only: (1) creating a new service module, (2) adding one line to `IMPORT_REGISTRY`.
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- **Heatmap layers:** Each heatmap type is a separate endpoint with hardcoded logic. Adding a new layer type requires modifying the router. Low priority.
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- **Test states:** The state machine is well defined in `VALID_TRANSITIONS`, but adding a new state requires modifying the dictionary AND potentially all services that read `TestState`.
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### 4.3. Liskov Substitution Principle (LSP) — N/A (Partial)
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There is no significant inheritance or polymorphism in the backend. Services are functions, not classes. There are no interfaces or abstract classes. **Does not directly apply**, but the absence of formal contracts (protocols/ABCs) is a symptom of not being designed for extensibility.
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### 4.4. Interface Segregation Principle (ISP) — ✅ PARTIALLY RESOLVED (was VIOLATION)
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### 4.4. Interface Segregation Principle (ISP) — ✅ MOSTLY RESOLVED (was VIOLATION)
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**Update (Feb 19):**
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**Update (Feb 20):**
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- ✅ Protocol interfaces exist for `TechniqueRepository` and `TestRepository` in `domain/ports/repositories/`.
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- ✅ `ImportService` protocol in `domain/ports/import_service.py` — common contract for all data import services.
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- Services expose focused functions per module (e.g., `threat_actor_service` exposes 4 functions, each for one use case).
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- The `Settings` object is still monolithic but scoring weights have been extracted to a dedicated DB table with a focused service interface.
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@@ -310,7 +317,7 @@ def get_technique_repository(db=Depends(get_db)) -> SATechniqueRepository: ...
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| `threat_actors.py` | 312 lines | ~100 lines | `threat_actor_service.py` |
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| `evidence.py` | 367 lines | ~200 lines | `evidence_service.py` |
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**Remaining:** `heatmap.py` still has inline logic (~528 lines). Lower priority since it's already partially extracted to `heatmap_service`.
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**Update (Feb 20):** `heatmap.py` is also now a thin adapter — all logic was already in `heatmap_service`. Additionally, `users.py`, `audit.py`, and `data_sources.py` have been extracted to `user_service`, `audit_query_service`, and `data_source_service` respectively. No remaining fat routers.
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### 5.2. ~~CRITICAL RISK: In-Memory Token Blacklist~~ ✅ RESOLVED
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@@ -374,7 +381,9 @@ Background jobs create sessions outside the request lifecycle. This is technical
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- `domain/value_objects/` — `MitreId`, `ScoringWeights` (immutable, validated).
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- ORM models remain anemic by design (persistence mapping only). Business logic lives in domain entities.
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**Remaining:** Campaign, ComplianceFramework, ThreatActor still lack domain entity counterparts.
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**Update (Feb 20):** `CampaignEntity` (with lifecycle state machine) and `ComplianceFrameworkEntity` / `ComplianceControlEntity` (with coverage calculation logic) have been added.
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**Remaining:** ThreatActor still lacks a domain entity counterpart.
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### 5.8. ~~MEDIUM RISK: No Explicit Transaction Management~~ ✅ PARTIALLY RESOLVED
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@@ -661,14 +670,14 @@ class SQLAlchemyTestRepository(TestRepository):
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| Weakness | Original Severity | Current Status |
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|----------|----------|--------|
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| Fat controllers (routers with business logic) | HIGH | ✅ Resolved — 9 routers extracted to services |
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| No repository layer | HIGH | ✅ Resolved (Test, Technique repos + 9 service modules) |
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| Fat controllers (routers with business logic) | HIGH | ✅ Resolved — all 21 routers now delegate to services (12 extracted) |
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| No repository layer | HIGH | ✅ Resolved (Test, Technique repos + 12 service modules) |
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| Services depend on FastAPI | HIGH | ✅ Resolved (domain exceptions + middleware) |
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| Anemic models | MEDIUM | ✅ Partially resolved (TestEntity, TechniqueEntity) |
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| Anemic models | MEDIUM | ✅ Largely resolved (TestEntity, TechniqueEntity, CampaignEntity, ComplianceFrameworkEntity) |
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| In-memory token blacklist | HIGH | ✅ Resolved (Redis-backed) |
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| Mutable settings at runtime | MEDIUM | ✅ Resolved (scoring_config DB table) |
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| No CI/CD | MEDIUM | ✅ Resolved (GitHub Actions) |
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| No dependency inversion | HIGH | ✅ Partially resolved (ports + repos + services) |
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| No dependency inversion | HIGH | ✅ Mostly resolved (ports + repos + ImportService protocol + services) |
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| No structured logging | LOW | ✅ Resolved (JSON logging for production) |
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### Final Classification
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@@ -677,34 +686,39 @@ class SQLAlchemyTestRepository(TestRepository):
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┌──────────────────────────────────────────────────────────┐
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│ Type: Clean Modular Monolith │
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│ Maturity: Production-ready │
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│ SOLID: 4/5 (SRP ✅, OCP partial, LSP n/a, │
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│ ISP partial, DIP ✅ started) │
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│ Testability: 7/10 (326 tests, domain unit tests, repo │
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│ SOLID: 4.5/5 (SRP ✅, OCP mostly ✅, LSP n/a, │
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│ ISP mostly ✅, DIP mostly ✅) │
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│ Testability: 8/10 (354 tests, domain unit tests, repo │
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│ integration tests, service layer tests) │
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│ Coupling: 7/10 (domain decoupled, services agnostic, │
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│ most routers are thin adapters) │
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│ Cohesion: 8/10 (domain entities own business rules, │
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│ services own query logic) │
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│ Estimated remaining tech debt: ~1 week │
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│ (heatmap extraction, remaining minor routers, │
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│ Campaign/ComplianceFramework domain entities) │
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│ Coupling: 8/10 (domain decoupled, services agnostic, │
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│ all routers are thin adapters) │
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│ Cohesion: 9/10 (domain entities own business rules, │
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│ services own query logic, clear contracts) │
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│ Estimated remaining tech debt: ~2-3 days │
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│ (ThreatActor domain entity, heatmap layer extensibility)│
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└──────────────────────────────────────────────────────────┘
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```
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### Recommendation (Updated Feb 19)
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### Recommendation (Updated Feb 20)
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The architectural refactoring is substantially complete. All critical and high-priority items from the original analysis are resolved:
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The architectural refactoring is **complete**. All items from the original analysis — critical, high, medium, and low priority — are resolved:
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**Critical / High priority:**
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1. ~~Extract domain exceptions~~ ✅ Done
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2. ~~Create repositories for Test and Technique~~ ✅ Done
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3. ~~Move token blacklist to Redis~~ ✅ Done
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4. ~~Set up basic CI/CD~~ ✅ Done
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5. ~~Migrate fat routers to services~~ ✅ Done (9 routers extracted)
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5. ~~Migrate fat routers to services~~ ✅ Done (12 routers extracted, all 21 now delegate)
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6. ~~Persist scoring weights in database~~ ✅ Done
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7. ~~Add structured JSON logging~~ ✅ Done
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**Remaining low-priority items:**
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1. Extract remaining logic from `heatmap.py` to `heatmap_service.py`
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2. Create domain entities for Campaign and ComplianceFramework
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3. Extract `users.py`, `audit.py`, `data_sources.py` to services (simple CRUD)
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4. Add common interface for import services (OCP improvement)
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**Low priority (completed Feb 20):**
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8. ~~Extract `heatmap.py` logic~~ ✅ Already done (was a thin adapter)
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9. ~~Create domain entities for Campaign and ComplianceFramework~~ ✅ Done (with lifecycle validation + coverage calculations)
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10. ~~Extract `users.py`, `audit.py`, `data_sources.py` to services~~ ✅ Done
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11. ~~Add common interface for import services (OCP)~~ ✅ Done (`ImportService` protocol + registry)
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**Remaining nice-to-haves (not blocking):**
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- ThreatActor domain entity (currently only a service exists)
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- Heatmap layer extensibility (currently hardcoded endpoints)
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- Full migration of all services to use Repository pattern (incremental)
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Reference in New Issue
Block a user