## Turn 1

*   `app/main.py`: FastAPI app, registers proxy routes and dashboard pages. (Entry point)
    *   `app/proxy.py`: Accepts `/v1/chat/completions`, records metadata, forwards to `llama.cpp`. (Core logic, data flow)
    *   `app/store.py`: Inserts runs and `llm_requests` into SQLite. (Persistence)
    *   `app/reports.py`: Aggregates stats from SQLite for dashboard. (Data retrieval)
    *   `app/redaction.py`: Removes secrets before previews. (Security/Privacy)

    *   *Entry Points:*
        *   `app/main.py`: The primary web interface (FastAPI).
        *   `app/proxy.py`: The specific endpoint for LLM requests (`/v1/chat/completions`).

    *   *Data Flow:*
        1.  User Request -> `app/main.py` (Routing).
        2.  `app/main.py` -> `app/proxy.py` (Processing).
        3.  `app/proxy.py` -> `app/store.py` (Logging/Persistence).
        4.  `app/proxy.py` -> `llama.cpp` (Upstream Inference).
        5.  `app/reports.py` -> `app/store.py` (Querying DB).
        6.  `app/reports.py` -> `app/redaction.py` (Sanitizing data).
        7.  `app/redaction.py` -> `app/main.py` (Displaying on Dashboard).

    *   *Risky Modules:*
        *   `app/proxy.py`: Handles external requests and communicates with an upstream service (potential for injection or SSRF if not handled correctly).
        *   `app/store.py`: Database interactions (SQL injection risk if queries aren't parameterized).
        *   `app/redaction.py`: If redaction logic is flawed, PII/secrets could leak to the dashboard.
        *   `app/main.py`: General web vulnerabilities (CORS, Auth, etc.).

    *   `entry_points`: ["app/main.py", "app/proxy.py"]
    *   `data_flow`: ["User -> main.py -> proxy.py", "proxy.py -> store.py (SQLite)", "proxy.py -> llama.cpp (Upstream)", "store.py -> reports.py -> redaction.py -> main.py (Dashboard)"]
    *   `risks`: ["SQL Injection in store.py", "PII Leakage in redaction.py", "Upstream request manipulation in proxy.py", "Unauthorized access to dashboard in main.py"]

    *   JSON format? Yes.
    *   Keys: `entry_points`, `data_flow`, `risks`? Yes.