diff --git a/Dockerfile b/Dockerfile
index 638afa2..e64698e 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -24,6 +24,6 @@ COPY . /app/
 COPY entrypoint.sh /entrypoint.sh
 RUN chmod +x /entrypoint.sh
 
-EXPOSE 6080
+EXPOSE 6080 8080
 
 ENTRYPOINT ["/entrypoint.sh"]
diff --git a/app.py b/app.py
new file mode 100644
index 0000000..3a4ec65
--- /dev/null
+++ b/app.py
@@ -0,0 +1,232 @@
+"""
+Car-help web app -- FastAPI backend serving the search UI + guide.
+
+Runs on port 8080 inside the Docker container. Proxies noVNC from port 6080
+so the browser iframe works same-origin.
+"""
+
+import asyncio
+import json
+import re
+from pathlib import Path
+
+import httpx
+from fastapi import FastAPI, Request
+from fastapi.middleware.cors import CORSMiddleware
+from fastapi.responses import HTMLResponse, JSONResponse, StreamingResponse
+from fastapi.staticfiles import StaticFiles
+
+from guide import get_guide
+
+app = FastAPI(title="car-help", version="0.1.0")
+
+app.add_middleware(
+    CORSMiddleware,
+    allow_origins=["*"],
+    allow_methods=["*"],
+    allow_headers=["*"],
+)
+
+RESULTS_DIR = Path("results")
+NOVNC_UPSTREAM = "http://localhost:6080"
+
+
+# ---------------------------------------------------------------------------
+# Static files + index (FIRST)
+# ---------------------------------------------------------------------------
+
+@app.get("/", response_class=HTMLResponse)
+async def index():
+    html = Path("static/index.html").read_text()
+    return HTMLResponse(html)
+
+app.mount("/static", StaticFiles(directory="static"), name="static")
+
+
+# ---------------------------------------------------------------------------
+# API routes
+# ---------------------------------------------------------------------------
+
+@app.get("/api/guide")
+async def guide():
+    return JSONResponse(get_guide())
+
+
+@app.get("/api/search")
+async def search():
+    """Trigger a car search using Playwright."""
+    try:
+        proc = await asyncio.create_subprocess_exec(
+            "uv", "run", "python", "search.py",
+            stdout=asyncio.subprocess.PIPE,
+            stderr=asyncio.subprocess.PIPE,
+            env={
+                "PATH": "/usr/local/bin:/usr/bin:/bin",
+                "HOME": "/root",
+                "DISPLAY": ":99",
+            },
+        )
+        stdout, stderr = await asyncio.wait_for(
+            proc.communicate(), timeout=120
+        )
+
+        # Find the most recent result file
+        result_files = sorted(RESULTS_DIR.glob("search_*.json"))
+        if result_files:
+            data = json.loads(result_files[-1].read_text())
+            return JSONResponse({
+                "status": "ok",
+                "file": result_files[-1].name,
+                "total": data.get("total_listings", 0),
+                "listings": data.get("listings", []),
+                "stdout": stdout.decode()[-500:] if stdout else "",
+            })
+        return JSONResponse({
+            "status": "ok",
+            "total": 0,
+            "listings": [],
+            "stdout": stdout.decode() if stdout else "",
+            "stderr": stderr.decode() if stderr else "",
+        })
+    except asyncio.TimeoutError:
+        return JSONResponse({"status": "error", "error": "Search timed out"}, 504)
+    except Exception as e:
+        return JSONResponse({"status": "error", "error": str(e)}, 500)
+
+
+@app.get("/api/results")
+async def list_results():
+    """List all saved search results."""
+    RESULTS_DIR.mkdir(exist_ok=True)
+    files = sorted(RESULTS_DIR.glob("search_*.json"), reverse=True)
+    results = []
+    for f in files[:20]:
+        try:
+            data = json.loads(f.read_text())
+            results.append({
+                "filename": f.name,
+                "date": data.get("search_date", ""),
+                "total": data.get("total_listings", 0),
+            })
+        except Exception:
+            continue
+    return JSONResponse(results)
+
+
+@app.get("/api/results/{filename}")
+async def get_result(filename: str):
+    """Get a specific result file."""
+    path = RESULTS_DIR / filename
+    if not path.exists():
+        return JSONResponse({"error": "not found"}, 404)
+    return JSONResponse(json.loads(path.read_text()))
+
+
+@app.post("/api/rank")
+async def rank_listings(request: Request):
+    """Score and rank car listings."""
+    body = await request.json()
+    listings = body.get("listings", [])
+
+    def score(listing: dict) -> int:
+        s = 50  # base score
+        title = (listing.get("title", "") + " " + listing.get("url", "")).lower()
+
+        # Model bonuses
+        if "prius" in title:
+            s += 30
+        elif "camry hybrid" in title or "camry" in title:
+            s += 25
+        elif "insight" in title:
+            s += 20
+        elif "ioniq" in title:
+            s += 20
+        elif "civic hybrid" in title:
+            s += 15
+
+        # Brand bonuses
+        if "toyota" in title:
+            s += 10
+        elif "honda" in title:
+            s += 7
+        elif "hyundai" in title:
+            s += 5
+
+        # Penalties
+        if "nissan" in title and "leaf" in title:
+            s -= 25
+        if "altima" in title:
+            s -= 20
+        if any(w in title for w in ["salvage", "rebuilt", "flood", "junk"]):
+            s -= 20
+
+        # Price parsing
+        price_str = listing.get("price", "")
+        price_num = 0
+        m = re.search(r"\$?([\d,]+)", price_str)
+        if m:
+            price_num = int(m.group(1).replace(",", ""))
+        if 0 < price_num < 6000:
+            s += 10
+        elif 6000 <= price_num <= 8000:
+            s += 5
+
+        # Positive signals
+        if "one owner" in title or "single owner" in title:
+            s += 8
+        if "clean title" in title:
+            s += 8
+
+        return max(0, min(100, s))
+
+    scored = []
+    for listing in listings:
+        listing["score"] = score(listing)
+        scored.append(listing)
+
+    scored.sort(key=lambda x: x["score"], reverse=True)
+    return JSONResponse(scored)
+
+
+# ---------------------------------------------------------------------------
+# noVNC proxy (LAST -- catch-all)
+# ---------------------------------------------------------------------------
+
+NOVNC_PROXY_PATHS = re.compile(
+    r"^/(vnc\.html|vnc_lite\.html|websockify|core/|vendor/|app/|include/|noVNC)"
+)
+
+
+@app.api_route(
+    "/{path:path}",
+    methods=["GET", "POST", "PUT", "DELETE", "PATCH", "HEAD", "OPTIONS"],
+    include_in_schema=False,
+)
+async def catch_all_novnc_proxy(request: Request, path: str):
+    """Proxy noVNC assets and websockify from port 6080."""
+    if not NOVNC_PROXY_PATHS.match(f"/{path}"):
+        return JSONResponse({"error": "not found"}, status_code=404)
+
+    url = f"{NOVNC_UPSTREAM}/{path}"
+    if request.url.query:
+        url += f"?{request.url.query}"
+
+    async with httpx.AsyncClient(timeout=30) as client:
+        resp = await client.request(
+            method=request.method,
+            url=url,
+            headers={
+                k: v
+                for k, v in request.headers.items()
+                if k.lower() not in ("host", "connection")
+            },
+            content=await request.body(),
+        )
+    headers = {}
+    if "content-type" in resp.headers:
+        headers["content-type"] = resp.headers["content-type"]
+    return StreamingResponse(
+        iter([resp.content]),
+        status_code=resp.status_code,
+        headers=headers,
+    )
diff --git a/entrypoint.sh b/entrypoint.sh
old mode 100644
new mode 100755
index c2e857b..779acf2
--- a/entrypoint.sh
+++ b/entrypoint.sh
@@ -1,27 +1,28 @@
 #!/bin/bash
 set -e
 
-# Start virtual display
 export DISPLAY=:99
 Xvfb :99 -screen 0 1280x720x24 -ac &
 sleep 1
 
-# Start VNC server on the virtual display (no password, listen on 5900)
-x11vnc -display :99 -forever -nopw -listen 0.0.0.0 -rfbport 5900 -shared &
+x11vnc -display :99 -forever -nopw -listen 0.0.0.0 -rfbport 5900 -shared 2>/dev/null &
 sleep 1
 
-# Start noVNC web proxy (serves browser view at http://localhost:6080/vnc.html)
 websockify --web=/usr/share/novnc/ 6080 localhost:5900 &
 sleep 1
 
+echo "noVNC ready on :6080"
+
+# Start FastAPI -- use uv run from /app
+cd /app
+uv run python -m uvicorn app:app --host 0.0.0.0 --port 8080 --log-level info &
+sleep 2
+
 echo "============================================="
-echo "  noVNC ready: http://localhost:6080/vnc.html"
+echo "  car-help UI: http://localhost:8080"
 echo "============================================="
 
-# Run whatever command was passed (or drop to shell)
 if [ $# -eq 0 ]; then
-    echo "No command given. Container is running -- attach to use."
-    echo "Run searches with: docker exec car-help uv run python search.py"
     tail -f /dev/null
 else
     exec "$@"
diff --git a/guide.py b/guide.py
new file mode 100644
index 0000000..c70ce43
--- /dev/null
+++ b/guide.py
@@ -0,0 +1,205 @@
+"""
+Car buying guide for a 17-year-old in Woodinville WA.
+Budget: $8-10K for a reliable used hybrid.
+"""
+
+
+def get_guide() -> dict:
+    return {
+        "target_cars": [
+            {
+                "model": "Toyota Prius (2010-2015, 3rd gen)",
+                "why": "Most reliable hybrid ever made. 50+ MPG. Huge parts supply. Battery lasts 150-200K miles. Dead-simple to maintain.",
+                "mpg": "50+",
+                "budget": "$6,500-$9,000",
+                "score": 10,
+                "notes": "The boring answer is the right answer. A 2012 Prius with 120K miles will run another 100K with basic maintenance.",
+            },
+            {
+                "model": "Toyota Camry Hybrid (2012-2017)",
+                "why": "More comfortable than Prius, very reliable. Bigger car, feels more solid. Great for a new driver.",
+                "mpg": "38-40",
+                "budget": "$7,000-$10,000",
+                "score": 9,
+                "notes": "Slightly harder to find in budget but worth it. More trunk space than Prius.",
+            },
+            {
+                "model": "Honda Insight (2010-2014, 2nd gen)",
+                "why": "Compact, reliable, good fuel economy. Honda build quality.",
+                "mpg": "41-44",
+                "budget": "$5,000-$7,500",
+                "score": 8,
+                "notes": "Less common than Prius but solid choice. IMA system is simpler than Toyota's.",
+            },
+            {
+                "model": "Hyundai Ioniq (2017-2019)",
+                "why": "Newer tech, excellent MPG, modern safety features. Good value depreciation curve.",
+                "mpg": "55+",
+                "budget": "$8,000-$10,000",
+                "score": 8,
+                "notes": "Best MPG in class. Newer so fewer miles typically. May be tight on budget.",
+            },
+            {
+                "model": "Honda Civic Hybrid (2012-2015)",
+                "why": "Good daily driver, Honda reliability. Watch battery health closely.",
+                "mpg": "44",
+                "budget": "$5,000-$8,000",
+                "score": 7,
+                "notes": "Only consider 2012+. Earlier models had IMA battery failures. Always get battery tested.",
+            },
+        ],
+        "avoid": [
+            {
+                "model": "Nissan Leaf",
+                "reason": "Battery degrades badly in heat/cold. PNW winters + no active thermal management = range drops to 40-50 miles. Replacement battery costs $5,000+.",
+            },
+            {
+                "model": "Honda Civic Hybrid pre-2012",
+                "reason": "IMA battery failures are extremely common. Honda lost a class action over this. Replacement is $2,000-$3,000.",
+            },
+            {
+                "model": "Nissan Altima Hybrid",
+                "reason": "Rare, poor parts availability. Nissan's hybrid system was licensed from Toyota but support is minimal.",
+            },
+            {
+                "model": "Ford Escape Hybrid pre-2010",
+                "reason": "Aging hybrid system, expensive repairs. Brake actuator failures are common and cost $1,500+.",
+            },
+        ],
+        "pre_purchase_checklist": [
+            {
+                "item": "Bring an OBD2 scanner",
+                "detail": "$20 on Amazon (BAFX or ELM327). Plug in, check for stored codes. Any hybrid-related codes (P0A80, P3000) = walk away.",
+            },
+            {
+                "item": "Check hybrid battery health",
+                "detail": "Ask seller for a hybrid battery scan. Or bring the Dr. Prius app (Android) or HybridAssistant. Look for cell voltage imbalance.",
+            },
+            {
+                "item": "Look for rust underneath",
+                "detail": "PNW cars are generally good for this, but check wheel wells, rocker panels, and undercarriage. Any structural rust = walk away.",
+            },
+            {
+                "item": "Check all electronics",
+                "detail": "Lights, AC, heat, power windows, door locks, radio, backup camera. Electrical gremlins are expensive.",
+            },
+            {
+                "item": "Test drive thoroughly",
+                "detail": "Listen for unusual sounds. Test brakes hard. Feel for vibrations at highway speed. Test regenerative braking (should feel smooth). Drive at least 15 minutes.",
+            },
+            {
+                "item": "Check tire tread depth",
+                "detail": "Penny test: insert penny head-first into tread. If you see all of Lincoln's head, tires need replacing ($400-$600).",
+            },
+            {
+                "item": "Ask for maintenance records",
+                "detail": "Oil changes, brake pads, coolant flushes, transmission fluid. No records = assume nothing was done.",
+            },
+            {
+                "item": "Check VIN for recalls",
+                "detail": "Go to NHTSA.gov/recalls and enter VIN. Open recalls should be fixed for free at dealer.",
+            },
+            {
+                "item": "Run a vehicle history report",
+                "detail": "Carfax or AutoCheck ($40, or ask dealer for a free one). Check for accidents, title issues, odometer rollbacks.",
+            },
+            {
+                "item": "Check 12V battery age",
+                "detail": "Separate from the hybrid battery. Look for a date sticker on the battery. If 4+ years old, budget $150-$200 for replacement.",
+            },
+            {
+                "item": "Check for catalytic converter",
+                "detail": "Theft is extremely common on Prius (contains palladium). Look under the car -- if you see a fresh weld or aftermarket cat, ask questions.",
+            },
+        ],
+        "mechanics_nearby": [
+            {
+                "name": "Totem Lake Automotive",
+                "address": "12720 NE 124th St, Kirkland, WA",
+                "notes": "Good reviews, does hybrid inspections. Close to Woodinville.",
+                "distance": "~10 min",
+            },
+            {
+                "name": "Eastside Automotive",
+                "address": "12011 NE 12th St, Bellevue, WA",
+                "notes": "AAA approved shop. Thorough pre-purchase inspections.",
+                "distance": "~20 min",
+            },
+            {
+                "name": "Priusly Hybrid Service",
+                "address": "Seattle, WA",
+                "notes": "Prius and hybrid specialists. Worth the drive if buying a Prius. They know every failure mode.",
+                "distance": "~30 min",
+            },
+            {
+                "name": "Mastracci's Automotive",
+                "address": "14510 NE 91st St, Redmond, WA",
+                "notes": "Longstanding local shop with solid reputation.",
+                "distance": "~15 min",
+            },
+        ],
+        "mechanics_note": "Budget $100-$175 for a pre-purchase inspection. NEVER skip this. Even a $5,000 car can have $3,000 in hidden problems. The $150 you spend here is the best money in the entire process.",
+        "mechanic_red_flags": {
+            "good_signs": [
+                "ASE certified technicians",
+                "Will let you watch the inspection",
+                "Explains findings clearly, shows you the actual parts",
+                "Has hybrid-specific diagnostic tools",
+                "Gives you a written report",
+                "Doesn't push you to buy or not buy -- just gives facts",
+            ],
+            "red_flags": [
+                "Won't let you be present during inspection",
+                "Quotes repairs before finishing the inspection",
+                "Pressures you to buy the car (they might know the seller)",
+                "No hybrid experience or tools",
+                "Rushes through it in under 30 minutes",
+                "Only does a visual inspection (no scanner, no lift)",
+            ],
+            "key_question": 'Ask: "Do you have a hybrid battery health scanner?" If no, find a mechanic who does. This is the single most expensive component.',
+        },
+        "negotiation_tips": [
+            "Know the KBB private party value BEFORE you go (kbb.com). This is your anchor price.",
+            "Point out any issues found in the pre-purchase inspection to justify a lower offer.",
+            "Start 15-20% below asking price. Expect to meet somewhere in the middle.",
+            "Be willing to walk away. There are always more cars. The moment you fall in love with a specific car, you lose negotiating power.",
+            "Don't mention you're paying cash until the price is agreed. Cash removes the seller's uncertainty but also removes your leverage.",
+            'At a dealer: the "doc fee" is negotiable in WA. State law caps it at ~$200 but dealers routinely charge $500+. Push back.',
+            "Private party is usually $1,000-$2,000 cheaper than dealer for the same car, but no warranty.",
+            "For a 17-year-old's first car: reliable > pretty. A boring Prius with 120K miles beats a cool-looking car with problems. Every time.",
+            "Budget $500-$1,000 on top of purchase price for registration, insurance setup, and immediate maintenance.",
+        ],
+        "budget_breakdown": [
+            {
+                "item": "Car purchase",
+                "range": "$7,000-$9,000",
+                "note": "Leave room for the extras below",
+            },
+            {
+                "item": "Pre-purchase inspection",
+                "range": "$150",
+                "note": "Non-negotiable. Do this for every car you're serious about.",
+            },
+            {
+                "item": "Title transfer + registration (WA)",
+                "range": "$150-$300",
+                "note": "Depends on vehicle weight and county.",
+            },
+            {
+                "item": "Insurance (17-year-old, liability only)",
+                "range": "$150-$250/month",
+                "note": "On a used car, liability-only makes sense. Full coverage would be $300+/month.",
+            },
+            {
+                "item": "Immediate maintenance",
+                "range": "$100-$200",
+                "note": "Oil change, air filter, cabin filter, wipers. Do this day one regardless.",
+            },
+            {
+                "item": "Emergency fund",
+                "range": "$500",
+                "note": "Something will break or need attention in the first 3 months. Always does.",
+            },
+        ],
+        "budget_total": "$8,000-$10,500 total needed to be fully set up and driving",
+    }
diff --git a/pyproject.toml b/pyproject.toml
index 874583a..d78e5f8 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -4,5 +4,8 @@ version = "0.1.0"
 description = "Add your description here"
 requires-python = ">=3.13"
 dependencies = [
+    "fastapi>=0.136.3",
+    "httpx>=0.28.1",
     "playwright>=1.60.0",
+    "uvicorn>=0.48.0",
 ]
diff --git a/search.py b/search.py
index b61786d..d5385b5 100644
--- a/search.py
+++ b/search.py
@@ -1,20 +1,10 @@
 """
 Car search crawler -- finds used hybrids under $10K near Woodinville WA.
-Uses Playwright (headless Chromium) to handle JS-heavy car sites.
-
-Two modes:
-  headless (default):  uv run python search.py
-  headed via noVNC:    docker run ... (see README)
-
-When running in the Docker container, the browser is visible at
-http://localhost:6080/vnc.html -- use this to handle CAPTCHAs,
-log into Facebook Marketplace, or visually inspect results.
+Playwright Chromium always runs headed on Xvfb. View live at browser.ampbox.io.
 """
 
 import asyncio
 import json
-import os
-import sys
 from datetime import datetime, timezone
 from pathlib import Path
 
@@ -23,26 +13,6 @@ from playwright.async_api import async_playwright
 RESULTS_DIR = Path("results")
 RESULTS_DIR.mkdir(exist_ok=True)
 
-# If DISPLAY is set (noVNC container), run headed
-HEADED = bool(os.environ.get("DISPLAY"))
-
-
-async def pause_for_human(page, reason: str):
-    """Pause and prompt for human interaction via noVNC."""
-    if not HEADED:
-        print(f"  SKIP (headless): {reason}")
-        return False
-
-    print(f"\n{'=' * 60}")
-    print(f"  HUMAN NEEDED: {reason}")
-    print(f"  Open http://localhost:6080/vnc.html to interact")
-    print(f"  Press Enter here when done...")
-    print(f"{'=' * 60}")
-
-    # Wait for user to press Enter in the terminal
-    await asyncio.get_event_loop().run_in_executor(None, input)
-    return True
-
 
 async def search_craigslist(page) -> list[dict]:
     """Craigslist Seattle -- simple HTML, most reliable to scrape."""
@@ -126,44 +96,6 @@ async def search_cargurus(page) -> list[dict]:
     return listings
 
 
-async def search_facebook(page) -> list[dict]:
-    """Facebook Marketplace -- needs login (human via noVNC)."""
-    if not HEADED:
-        print("  SKIP Facebook Marketplace (requires login -- run in Docker with noVNC)")
-        return []
-
-    url = "https://www.facebook.com/marketplace/seattle/vehicles/?maxPrice=10000"
-    print(f"  Opening Facebook Marketplace...")
-    await page.goto(url, wait_until="networkidle", timeout=60000)
-
-    # Check if login is needed
-    if "login" in page.url.lower():
-        await pause_for_human(page, "Log into Facebook, then press Enter")
-
-    await page.wait_for_timeout(3000)
-    await pause_for_human(page, "Apply filters (hybrid, $10K max, 50mi) and press Enter when ready")
-
-    # Scrape whatever is visible
-    listings = []
-    cards = await page.query_selector_all("[class*='marketplace']")
-    for card in cards[:30]:
-        try:
-            text = await card.inner_text()
-            link_el = await card.query_selector("a[href*='/marketplace/']")
-            link = await link_el.get_attribute("href") if link_el else ""
-            listings.append({
-                "source": "facebook",
-                "title": text[:100].strip(),
-                "price": "see listing",
-                "url": f"https://www.facebook.com{link}" if link else "",
-            })
-        except Exception:
-            continue
-
-    print(f"  Found {len(listings)} Facebook listings")
-    return listings
-
-
 async def search_autotempest(page) -> list[dict]:
     """AutoTempest -- meta-aggregator, searches multiple sites."""
     url = (
@@ -199,19 +131,49 @@ async def search_autotempest(page) -> list[dict]:
     return listings
 
 
+async def search_facebook(page) -> list[dict]:
+    """Facebook Marketplace -- view at browser.ampbox.io to log in if needed."""
+    url = "https://www.facebook.com/marketplace/seattle/vehicles/?maxPrice=10000"
+    print(f"  Opening Facebook Marketplace...")
+    await page.goto(url, wait_until="networkidle", timeout=60000)
+
+    if "login" in page.url.lower():
+        print("  Facebook needs login -- open https://browser.ampbox.io/vnc.html to log in")
+        print("  Press Enter when done...")
+        await asyncio.get_event_loop().run_in_executor(None, input)
+
+    await page.wait_for_timeout(3000)
+
+    listings = []
+    cards = await page.query_selector_all("[class*='marketplace']")
+    for card in cards[:30]:
+        try:
+            text = await card.inner_text()
+            link_el = await card.query_selector("a[href*='/marketplace/']")
+            link = await link_el.get_attribute("href") if link_el else ""
+            listings.append({
+                "source": "facebook",
+                "title": text[:100].strip(),
+                "price": "see listing",
+                "url": f"https://www.facebook.com{link}" if link else "",
+            })
+        except Exception:
+            continue
+
+    print(f"  Found {len(listings)} Facebook listings")
+    return listings
+
+
 async def main():
-    mode = "HEADED (noVNC)" if HEADED else "HEADLESS"
-    print(f"Car Search [{mode}] -- {datetime.now(timezone.utc).strftime('%Y-%m-%d %H:%M UTC')}")
-    print(
-        "Looking for: Used hybrids under $10K "
-        "within 50 miles of 98077 (Woodinville WA)"
-    )
+    print(f"Car Search -- {datetime.now(timezone.utc).strftime('%Y-%m-%d %H:%M UTC')}")
+    print("Looking for: Used hybrids under $10K within 50mi of 98077 (Woodinville WA)")
+    print("Live browser: https://browser.ampbox.io/vnc.html")
     print("=" * 70)
 
     all_listings: list[dict] = []
 
     async with async_playwright() as p:
-        browser = await p.chromium.launch(headless=not HEADED)
+        browser = await p.chromium.launch(headless=False)
         context = await browser.new_context(
             user_agent=(
                 "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 "
@@ -221,11 +183,7 @@ async def main():
         )
         page = await context.new_page()
 
-        searches = [search_craigslist, search_cargurus, search_autotempest]
-        if HEADED:
-            searches.append(search_facebook)
-
-        for search_fn in searches:
+        for search_fn in [search_craigslist, search_cargurus, search_autotempest, search_facebook]:
             try:
                 results = await search_fn(page)
                 all_listings.extend(results)
@@ -241,7 +199,6 @@ async def main():
         json.dump(
             {
                 "search_date": datetime.now(timezone.utc).isoformat(),
-                "mode": mode,
                 "params": {
                     "zip": "98077",
                     "max_price": 10000,
diff --git a/static/index.html b/static/index.html
new file mode 100644
index 0000000..1aa4238
--- /dev/null
+++ b/static/index.html
@@ -0,0 +1,784 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+<meta charset="UTF-8">
+<meta name="viewport" content="width=device-width, initial-scale=1.0">
+<title>car-help | Hybrid Finder</title>
+<style>
+  :root {
+    --bg: #0d1117;
+    --panel: #161b22;
+    --border: #30363d;
+    --text: #e6edf3;
+    --text-dim: #8b949e;
+    --accent: #58a6ff;
+    --green: #3fb950;
+    --yellow: #d29922;
+    --red: #f85149;
+    --orange: #db6d28;
+    --card-bg: #1c2128;
+    --hover: #1f2937;
+  }
+
+  * { margin: 0; padding: 0; box-sizing: border-box; }
+
+  body {
+    font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Helvetica, Arial, sans-serif;
+    background: var(--bg);
+    color: var(--text);
+    height: 100vh;
+    overflow: hidden;
+  }
+
+  .layout {
+    display: flex;
+    height: 100vh;
+  }
+
+  /* Left panel -- browser view */
+  .browser-panel {
+    width: 55%;
+    border-right: 1px solid var(--border);
+    display: flex;
+    flex-direction: column;
+  }
+
+  .browser-header {
+    padding: 8px 16px;
+    background: var(--panel);
+    border-bottom: 1px solid var(--border);
+    display: flex;
+    align-items: center;
+    gap: 10px;
+    font-size: 13px;
+    color: var(--text-dim);
+  }
+
+  .browser-header .dot {
+    width: 10px; height: 10px; border-radius: 50%;
+  }
+  .dot.green { background: var(--green); }
+  .dot.yellow { background: var(--yellow); }
+  .dot.red { background: var(--red); }
+
+  .browser-header span { margin-left: 8px; font-weight: 500; }
+
+  .browser-frame {
+    flex: 1;
+  }
+
+  .browser-frame iframe {
+    width: 100%;
+    height: 100%;
+    border: none;
+  }
+
+  /* Right panel -- app */
+  .app-panel {
+    width: 45%;
+    display: flex;
+    flex-direction: column;
+    background: var(--bg);
+  }
+
+  .app-header {
+    padding: 12px 20px;
+    background: var(--panel);
+    border-bottom: 1px solid var(--border);
+  }
+
+  .app-header h1 {
+    font-size: 18px;
+    font-weight: 600;
+    color: var(--text);
+  }
+
+  .app-header .subtitle {
+    font-size: 12px;
+    color: var(--text-dim);
+    margin-top: 2px;
+  }
+
+  /* Tabs */
+  .tabs {
+    display: flex;
+    background: var(--panel);
+    border-bottom: 1px solid var(--border);
+  }
+
+  .tab {
+    padding: 10px 20px;
+    font-size: 13px;
+    font-weight: 500;
+    color: var(--text-dim);
+    cursor: pointer;
+    border-bottom: 2px solid transparent;
+    transition: all 0.15s;
+    user-select: none;
+  }
+
+  .tab:hover { color: var(--text); }
+  .tab.active {
+    color: var(--accent);
+    border-bottom-color: var(--accent);
+  }
+
+  /* Tab content */
+  .tab-content {
+    flex: 1;
+    overflow-y: auto;
+    padding: 20px;
+  }
+
+  .tab-pane { display: none; }
+  .tab-pane.active { display: block; }
+
+  /* Search tab */
+  .search-controls {
+    display: flex;
+    gap: 10px;
+    margin-bottom: 20px;
+  }
+
+  .btn {
+    padding: 8px 20px;
+    border: 1px solid var(--border);
+    border-radius: 6px;
+    background: var(--panel);
+    color: var(--text);
+    font-size: 13px;
+    font-weight: 500;
+    cursor: pointer;
+    transition: all 0.15s;
+  }
+
+  .btn:hover { background: var(--hover); border-color: var(--accent); }
+  .btn.primary {
+    background: #238636;
+    border-color: #2ea043;
+  }
+  .btn.primary:hover { background: #2ea043; }
+  .btn:disabled {
+    opacity: 0.5;
+    cursor: not-allowed;
+  }
+
+  .search-status {
+    font-size: 12px;
+    color: var(--text-dim);
+    margin-bottom: 16px;
+    min-height: 18px;
+  }
+
+  /* Listing cards */
+  .listing-card {
+    background: var(--card-bg);
+    border: 1px solid var(--border);
+    border-radius: 8px;
+    padding: 14px 16px;
+    margin-bottom: 10px;
+    transition: border-color 0.15s;
+  }
+
+  .listing-card:hover { border-color: var(--accent); }
+
+  .listing-card .card-top {
+    display: flex;
+    justify-content: space-between;
+    align-items: flex-start;
+    gap: 10px;
+  }
+
+  .listing-card .title {
+    font-size: 14px;
+    font-weight: 500;
+    color: var(--text);
+    flex: 1;
+  }
+
+  .listing-card .title a {
+    color: var(--accent);
+    text-decoration: none;
+  }
+  .listing-card .title a:hover { text-decoration: underline; }
+
+  .listing-card .price {
+    font-size: 15px;
+    font-weight: 700;
+    color: var(--green);
+    white-space: nowrap;
+  }
+
+  .listing-card .meta {
+    display: flex;
+    gap: 12px;
+    margin-top: 6px;
+    font-size: 12px;
+    color: var(--text-dim);
+  }
+
+  .score-badge {
+    display: inline-block;
+    padding: 2px 8px;
+    border-radius: 10px;
+    font-size: 11px;
+    font-weight: 600;
+    color: #fff;
+  }
+  .score-high { background: #238636; }
+  .score-mid { background: #9e6a03; }
+  .score-low { background: #da3633; }
+
+  .source-badge {
+    display: inline-block;
+    padding: 2px 8px;
+    border-radius: 10px;
+    font-size: 11px;
+    font-weight: 500;
+    background: var(--panel);
+    border: 1px solid var(--border);
+    color: var(--text-dim);
+  }
+
+  /* Guide tab */
+  .guide-section {
+    margin-bottom: 28px;
+  }
+
+  .guide-section h2 {
+    font-size: 16px;
+    font-weight: 600;
+    margin-bottom: 12px;
+    color: var(--accent);
+    border-bottom: 1px solid var(--border);
+    padding-bottom: 6px;
+  }
+
+  .guide-section h3 {
+    font-size: 14px;
+    font-weight: 600;
+    margin: 12px 0 6px;
+    color: var(--text);
+  }
+
+  .guide-card {
+    background: var(--card-bg);
+    border: 1px solid var(--border);
+    border-radius: 8px;
+    padding: 12px 14px;
+    margin-bottom: 8px;
+  }
+
+  .guide-card .model-name {
+    font-size: 14px;
+    font-weight: 600;
+    color: var(--text);
+  }
+
+  .guide-card .model-score {
+    float: right;
+    font-weight: 700;
+    font-size: 15px;
+  }
+
+  .guide-card p {
+    font-size: 13px;
+    color: var(--text-dim);
+    margin-top: 4px;
+    line-height: 1.5;
+  }
+
+  .guide-card .model-stats {
+    display: flex;
+    gap: 16px;
+    margin-top: 6px;
+    font-size: 12px;
+    color: var(--text-dim);
+  }
+
+  .guide-card .model-stats strong { color: var(--text); }
+
+  .avoid-card {
+    background: #2d1b1b;
+    border-color: #5c2020;
+  }
+
+  .avoid-card .model-name { color: var(--red); }
+
+  .checklist-item {
+    background: var(--card-bg);
+    border: 1px solid var(--border);
+    border-radius: 8px;
+    padding: 10px 14px;
+    margin-bottom: 6px;
+  }
+
+  .checklist-item .item-title {
+    font-size: 13px;
+    font-weight: 600;
+    color: var(--text);
+  }
+
+  .checklist-item .item-detail {
+    font-size: 12px;
+    color: var(--text-dim);
+    margin-top: 3px;
+    line-height: 1.4;
+  }
+
+  .tip-item {
+    padding: 6px 0;
+    font-size: 13px;
+    line-height: 1.5;
+    color: var(--text-dim);
+    border-bottom: 1px solid var(--border);
+  }
+  .tip-item:last-child { border-bottom: none; }
+
+  .mechanic-card {
+    background: var(--card-bg);
+    border: 1px solid var(--border);
+    border-radius: 8px;
+    padding: 10px 14px;
+    margin-bottom: 8px;
+  }
+
+  .mechanic-card .mech-name {
+    font-weight: 600;
+    font-size: 14px;
+    color: var(--text);
+  }
+
+  .mechanic-card .mech-addr {
+    font-size: 12px;
+    color: var(--text-dim);
+  }
+
+  .mechanic-card .mech-notes {
+    font-size: 12px;
+    color: var(--text-dim);
+    margin-top: 4px;
+  }
+
+  .mechanic-card .mech-dist {
+    font-size: 11px;
+    color: var(--accent);
+    float: right;
+  }
+
+  .budget-table {
+    width: 100%;
+    border-collapse: collapse;
+    font-size: 13px;
+  }
+
+  .budget-table th {
+    text-align: left;
+    padding: 8px 10px;
+    border-bottom: 1px solid var(--border);
+    color: var(--text-dim);
+    font-weight: 500;
+  }
+
+  .budget-table td {
+    padding: 8px 10px;
+    border-bottom: 1px solid var(--border);
+  }
+
+  .budget-table .amount { color: var(--green); font-weight: 600; }
+  .budget-table .note-col { color: var(--text-dim); font-size: 12px; }
+
+  .budget-total {
+    margin-top: 12px;
+    padding: 12px 14px;
+    background: #0f2b1a;
+    border: 1px solid #238636;
+    border-radius: 8px;
+    font-size: 14px;
+    font-weight: 600;
+    color: var(--green);
+  }
+
+  .callout {
+    padding: 12px 14px;
+    background: #1a1f2e;
+    border: 1px solid #3b4f80;
+    border-radius: 8px;
+    font-size: 13px;
+    color: var(--text-dim);
+    line-height: 1.5;
+    margin: 12px 0;
+  }
+
+  .callout.warn {
+    background: #2a1f0a;
+    border-color: #6e4b0a;
+  }
+
+  .good-bad-grid {
+    display: grid;
+    grid-template-columns: 1fr 1fr;
+    gap: 12px;
+    margin-top: 8px;
+  }
+
+  .good-list, .bad-list {
+    font-size: 12px;
+    line-height: 1.6;
+    color: var(--text-dim);
+  }
+
+  .good-list li::marker { color: var(--green); }
+  .bad-list li::marker { color: var(--red); }
+
+  /* Saved tab */
+  .saved-file {
+    background: var(--card-bg);
+    border: 1px solid var(--border);
+    border-radius: 8px;
+    padding: 12px 14px;
+    margin-bottom: 8px;
+    cursor: pointer;
+    transition: border-color 0.15s;
+  }
+
+  .saved-file:hover { border-color: var(--accent); }
+
+  .saved-file .filename {
+    font-size: 14px;
+    font-weight: 500;
+    color: var(--accent);
+  }
+
+  .saved-file .file-meta {
+    font-size: 12px;
+    color: var(--text-dim);
+    margin-top: 3px;
+  }
+
+  .empty-state {
+    text-align: center;
+    padding: 60px 20px;
+    color: var(--text-dim);
+  }
+
+  .empty-state .big { font-size: 48px; margin-bottom: 12px; }
+  .empty-state p { font-size: 14px; }
+
+  /* Scrollbar */
+  ::-webkit-scrollbar { width: 8px; }
+  ::-webkit-scrollbar-track { background: var(--bg); }
+  ::-webkit-scrollbar-thumb { background: var(--border); border-radius: 4px; }
+  ::-webkit-scrollbar-thumb:hover { background: var(--text-dim); }
+</style>
+</head>
+<body>
+
+<div class="layout">
+  <!-- Left: Browser view -->
+  <div class="browser-panel">
+    <div class="browser-header">
+      <div class="dot red"></div>
+      <div class="dot yellow"></div>
+      <div class="dot green"></div>
+      <span>Live Browser -- browser.ampbox.io</span>
+    </div>
+    <div class="browser-frame">
+      <iframe src="/vnc.html?autoconnect=true&resize=scale&reconnect=true&reconnect_delay=1000" allow="clipboard-read; clipboard-write"></iframe>
+    </div>
+  </div>
+
+  <!-- Right: App panel -->
+  <div class="app-panel">
+    <div class="app-header">
+      <h1>car-help</h1>
+      <div class="subtitle">Used hybrid finder -- Woodinville WA -- Budget $8-10K</div>
+    </div>
+
+    <div class="tabs">
+      <div class="tab active" data-tab="search">Search</div>
+      <div class="tab" data-tab="guide">Guide</div>
+      <div class="tab" data-tab="saved">Saved</div>
+    </div>
+
+    <div class="tab-content">
+      <!-- Search pane -->
+      <div class="tab-pane active" id="pane-search">
+        <div class="search-controls">
+          <button class="btn primary" id="btn-search" onclick="runSearch()">Run Search</button>
+          <button class="btn" onclick="rankResults()">Rank Results</button>
+        </div>
+        <div class="search-status" id="search-status"></div>
+        <div id="search-results"></div>
+      </div>
+
+      <!-- Guide pane -->
+      <div class="tab-pane" id="pane-guide">
+        <div id="guide-content">
+          <div class="empty-state">
+            <div class="big">...</div>
+            <p>Loading guide...</p>
+          </div>
+        </div>
+      </div>
+
+      <!-- Saved pane -->
+      <div class="tab-pane" id="pane-saved">
+        <div id="saved-content">
+          <div class="empty-state">
+            <div class="big">...</div>
+            <p>Loading saved results...</p>
+          </div>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+
+<script>
+// --- Tab switching ---
+document.querySelectorAll('.tab').forEach(tab => {
+  tab.addEventListener('click', () => {
+    document.querySelectorAll('.tab').forEach(t => t.classList.remove('active'));
+    document.querySelectorAll('.tab-pane').forEach(p => p.classList.remove('active'));
+    tab.classList.add('active');
+    document.getElementById('pane-' + tab.dataset.tab).classList.add('active');
+  });
+});
+
+// --- Current search results (in memory) ---
+let currentListings = [];
+
+// --- Search ---
+async function runSearch() {
+  const btn = document.getElementById('btn-search');
+  const status = document.getElementById('search-status');
+  btn.disabled = true;
+  btn.textContent = 'Searching...';
+  status.textContent = 'Launching Playwright searches across Craigslist, CarGurus, AutoTempest, Facebook... this takes 1-2 minutes. Watch the browser on the left.';
+
+  try {
+    const resp = await fetch('/api/search');
+    const data = await resp.json();
+    if (data.status === 'ok') {
+      currentListings = data.listings || [];
+      status.textContent = `Found ${data.total_listings} listings. Saved to ${data.file}.`;
+      renderListings(currentListings);
+      loadSaved(); // refresh saved tab
+    } else {
+      status.textContent = 'Search error: ' + (data.message || 'unknown');
+      console.error(data.log);
+    }
+  } catch (e) {
+    status.textContent = 'Search failed: ' + e.message;
+  }
+
+  btn.disabled = false;
+  btn.textContent = 'Run Search';
+}
+
+async function rankResults() {
+  if (currentListings.length === 0) {
+    document.getElementById('search-status').textContent = 'No results to rank. Run a search first.';
+    return;
+  }
+
+  document.getElementById('search-status').textContent = 'Ranking...';
+  try {
+    const resp = await fetch('/api/rank', {
+      method: 'POST',
+      headers: { 'Content-Type': 'application/json' },
+      body: JSON.stringify(currentListings),
+    });
+    const ranked = await resp.json();
+    currentListings = ranked;
+    document.getElementById('search-status').textContent = `Ranked ${ranked.length} listings by score.`;
+    renderListings(ranked);
+  } catch (e) {
+    document.getElementById('search-status').textContent = 'Ranking failed: ' + e.message;
+  }
+}
+
+function renderListings(listings) {
+  const container = document.getElementById('search-results');
+  if (!listings.length) {
+    container.innerHTML = '<div class="empty-state"><div class="big">0</div><p>No listings yet. Hit "Run Search" to start.</p></div>';
+    return;
+  }
+
+  container.innerHTML = listings.map(l => {
+    const score = l.score != null ? l.score : null;
+    let scoreBadge = '';
+    if (score !== null) {
+      const cls = score >= 70 ? 'score-high' : score >= 50 ? 'score-mid' : 'score-low';
+      scoreBadge = `<span class="score-badge ${cls}">${score}</span>`;
+    }
+    const title = l.title || 'Unknown';
+    const price = l.price || 'N/A';
+    const link = l.url ? `<a href="${escHtml(l.url)}" target="_blank">${escHtml(title)}</a>` : escHtml(title);
+    return `
+      <div class="listing-card">
+        <div class="card-top">
+          <div class="title">${link}</div>
+          <div class="price">${escHtml(price)}</div>
+        </div>
+        <div class="meta">
+          <span class="source-badge">${escHtml(l.source || '?')}</span>
+          ${scoreBadge}
+        </div>
+      </div>`;
+  }).join('');
+}
+
+// --- Guide ---
+async function loadGuide() {
+  try {
+    const resp = await fetch('/api/guide');
+    const g = await resp.json();
+    renderGuide(g);
+  } catch (e) {
+    document.getElementById('guide-content').innerHTML = '<p>Failed to load guide.</p>';
+  }
+}
+
+function renderGuide(g) {
+  let html = '';
+
+  // Target cars
+  html += '<div class="guide-section"><h2>Recommended Cars</h2>';
+  for (const car of g.target_cars) {
+    html += `
+      <div class="guide-card">
+        <div class="model-score" style="color: ${car.score >= 9 ? 'var(--green)' : car.score >= 8 ? 'var(--yellow)' : 'var(--text-dim)'}">${car.score}/10</div>
+        <div class="model-name">${escHtml(car.model)}</div>
+        <p>${escHtml(car.why)}</p>
+        <div class="model-stats">
+          <span>MPG: <strong>${escHtml(car.mpg)}</strong></span>
+          <span>Budget: <strong>${escHtml(car.budget)}</strong></span>
+        </div>
+        <p style="margin-top:6px; font-style:italic">${escHtml(car.notes)}</p>
+      </div>`;
+  }
+  html += '</div>';
+
+  // Avoid
+  html += '<div class="guide-section"><h2>Avoid These</h2>';
+  for (const car of g.avoid) {
+    html += `
+      <div class="guide-card avoid-card">
+        <div class="model-name">${escHtml(car.model)}</div>
+        <p>${escHtml(car.reason)}</p>
+      </div>`;
+  }
+  html += '</div>';
+
+  // Pre-purchase checklist
+  html += '<div class="guide-section"><h2>Pre-Purchase Checklist</h2>';
+  for (const item of g.pre_purchase_checklist) {
+    html += `
+      <div class="checklist-item">
+        <div class="item-title">${escHtml(item.item)}</div>
+        <div class="item-detail">${escHtml(item.detail)}</div>
+      </div>`;
+  }
+  html += '</div>';
+
+  // Mechanics nearby
+  html += '<div class="guide-section"><h2>Mechanics for Pre-Purchase Inspection</h2>';
+  html += `<div class="callout warn">${escHtml(g.mechanics_note)}</div>`;
+  for (const m of g.mechanics_nearby) {
+    html += `
+      <div class="mechanic-card">
+        <span class="mech-dist">${escHtml(m.distance)}</span>
+        <div class="mech-name">${escHtml(m.name)}</div>
+        <div class="mech-addr">${escHtml(m.address)}</div>
+        <div class="mech-notes">${escHtml(m.notes)}</div>
+      </div>`;
+  }
+  html += '</div>';
+
+  // Mechanic red flags
+  html += '<div class="guide-section"><h2>Choosing a Mechanic</h2>';
+  html += '<div class="good-bad-grid"><div><h3 style="color:var(--green)">Good Signs</h3><ul class="good-list">';
+  for (const s of g.mechanic_red_flags.good_signs) {
+    html += `<li>${escHtml(s)}</li>`;
+  }
+  html += '</ul></div><div><h3 style="color:var(--red)">Red Flags</h3><ul class="bad-list">';
+  for (const s of g.mechanic_red_flags.red_flags) {
+    html += `<li>${escHtml(s)}</li>`;
+  }
+  html += '</ul></div></div>';
+  html += `<div class="callout">${escHtml(g.mechanic_red_flags.key_question)}</div>`;
+  html += '</div>';
+
+  // Negotiation tips
+  html += '<div class="guide-section"><h2>Negotiation Tips</h2>';
+  for (const tip of g.negotiation_tips) {
+    html += `<div class="tip-item">${escHtml(tip)}</div>`;
+  }
+  html += '</div>';
+
+  // Budget breakdown
+  html += '<div class="guide-section"><h2>Budget Breakdown</h2>';
+  html += '<table class="budget-table"><thead><tr><th>Item</th><th>Cost</th><th>Notes</th></tr></thead><tbody>';
+  for (const b of g.budget_breakdown) {
+    html += `<tr><td>${escHtml(b.item)}</td><td class="amount">${escHtml(b.range)}</td><td class="note-col">${escHtml(b.note)}</td></tr>`;
+  }
+  html += '</tbody></table>';
+  html += `<div class="budget-total">${escHtml(g.budget_total)}</div>`;
+  html += '</div>';
+
+  document.getElementById('guide-content').innerHTML = html;
+}
+
+// --- Saved results ---
+async function loadSaved() {
+  try {
+    const resp = await fetch('/api/results');
+    const files = await resp.json();
+    const container = document.getElementById('saved-content');
+    if (!files.length) {
+      container.innerHTML = '<div class="empty-state"><div class="big">0</div><p>No saved searches yet.</p></div>';
+      return;
+    }
+    container.innerHTML = files.map(f => `
+      <div class="saved-file" onclick="loadSavedFile('${escHtml(f.filename)}')">
+        <div class="filename">${escHtml(f.filename)}</div>
+        <div class="file-meta">${f.total} listings -- ${f.date ? new Date(f.date).toLocaleString() : 'unknown date'}</div>
+      </div>`).join('');
+  } catch (e) {
+    document.getElementById('saved-content').innerHTML = '<p>Failed to load saved results.</p>';
+  }
+}
+
+async function loadSavedFile(filename) {
+  try {
+    const resp = await fetch('/api/results/' + filename);
+    const data = await resp.json();
+    currentListings = data.listings || [];
+    // Switch to search tab and render
+    document.querySelectorAll('.tab').forEach(t => t.classList.remove('active'));
+    document.querySelectorAll('.tab-pane').forEach(p => p.classList.remove('active'));
+    document.querySelector('[data-tab="search"]').classList.add('active');
+    document.getElementById('pane-search').classList.add('active');
+    document.getElementById('search-status').textContent = `Loaded ${filename}: ${data.total_listings} listings`;
+    renderListings(currentListings);
+  } catch (e) {
+    alert('Failed to load: ' + e.message);
+  }
+}
+
+// --- Util ---
+function escHtml(s) {
+  if (!s) return '';
+  const div = document.createElement('div');
+  div.textContent = String(s);
+  return div.innerHTML;
+}
+
+// --- Init ---
+loadGuide();
+loadSaved();
+</script>
+</body>
+</html>
diff --git a/uv.lock b/uv.lock
index ff38284..22980c1 100644
--- a/uv.lock
+++ b/uv.lock
@@ -2,16 +2,100 @@ version = 1
 revision = 3
 requires-python = ">=3.13"
 
+[[package]]
+name = "annotated-doc"
+version = "0.0.4"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/57/ba/046ceea27344560984e26a590f90bc7f4a75b06701f653222458922b558c/annotated_doc-0.0.4.tar.gz", hash = "sha256:fbcda96e87e9c92ad167c2e53839e57503ecfda18804ea28102353485033faa4", size = 7288, upload-time = "2025-11-10T22:07:42.062Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/1e/d3/26bf1008eb3d2daa8ef4cacc7f3bfdc11818d111f7e2d0201bc6e3b49d45/annotated_doc-0.0.4-py3-none-any.whl", hash = "sha256:571ac1dc6991c450b25a9c2d84a3705e2ae7a53467b5d111c24fa8baabbed320", size = 5303, upload-time = "2025-11-10T22:07:40.673Z" },
+]
+
+[[package]]
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+version = "0.7.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/ee/67/531ea369ba64dcff5ec9c3402f9f51bf748cec26dde048a2f973a4eea7f5/annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89", size = 16081, upload-time = "2024-05-20T21:33:25.928Z" }
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+    { url = "https://files.pythonhosted.org/packages/78/b6/6307fbef88d9b5ee7421e68d78a9f162e0da4900bc5f5793f6d3d0e34fb8/annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53", size = 13643, upload-time = "2024-05-20T21:33:24.1Z" },
+]
+
+[[package]]
+name = "anyio"
+version = "4.13.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "idna" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/19/14/2c5dd9f512b66549ae92767a9c7b330ae88e1932ca57876909410251fe13/anyio-4.13.0.tar.gz", hash = "sha256:334b70e641fd2221c1505b3890c69882fe4a2df910cba14d97019b90b24439dc", size = 231622, upload-time = "2026-03-24T12:59:09.671Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/da/42/e921fccf5015463e32a3cf6ee7f980a6ed0f395ceeaa45060b61d86486c2/anyio-4.13.0-py3-none-any.whl", hash = "sha256:08b310f9e24a9594186fd75b4f73f4a4152069e3853f1ed8bfbf58369f4ad708", size = 114353, upload-time = "2026-03-24T12:59:08.246Z" },
+]
+
 [[package]]
 name = "car-help"
 version = "0.1.0"
 source = { virtual = "." }
 dependencies = [
+    { name = "fastapi" },
+    { name = "httpx" },
     { name = "playwright" },
+    { name = "uvicorn" },
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 [package.metadata]
-requires-dist = [{ name = "playwright", specifier = ">=1.60.0" }]
+requires-dist = [
+    { name = "fastapi", specifier = ">=0.136.3" },
+    { name = "httpx", specifier = ">=0.28.1" },
+    { name = "playwright", specifier = ">=1.60.0" },
+    { name = "uvicorn", specifier = ">=0.48.0" },
+]
+
+[[package]]
+name = "certifi"
+version = "2026.5.20"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/f3/ce/ee2ecad540810a79593028e88299baeae54d346cc7a0d94b6199988b89b1/certifi-2026.5.20.tar.gz", hash = "sha256:69dea482ab64caa7b9f6aba1c6bf48bb6a5448d1c0f1b17ab42ad8c763a5344d", size = 135422, upload-time = "2026-05-20T11:46:50.073Z" }
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+]
+
+[[package]]
+name = "click"
+version = "8.4.1"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "colorama", marker = "sys_platform == 'win32'" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/9b/98/518d8e5081007684232226f475082b30087d0f585e8457db087298259f49/click-8.4.1.tar.gz", hash = "sha256:918b5633eddf6b41c32d4f454bf0de810065c74e3f7dbf8ee5452f8be88d3e96", size = 353007, upload-time = "2026-05-22T04:08:37.769Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/c7/0d/67e5b4109ea4a837e80daa87c2c696711955e40449a97e8926672534def2/click-8.4.1-py3-none-any.whl", hash = "sha256:482be17c6991b8c19c5429a1e995d9b0efdbb63172824c41f99965dc0ade8ec2", size = 116639, upload-time = "2026-05-22T04:08:35.26Z" },
+]
+
+[[package]]
+name = "colorama"
+version = "0.4.6"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/d8/53/6f443c9a4a8358a93a6792e2acffb9d9d5cb0a5cfd8802644b7b1c9a02e4/colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44", size = 27697, upload-time = "2022-10-25T02:36:22.414Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/d1/d6/3965ed04c63042e047cb6a3e6ed1a63a35087b6a609aa3a15ed8ac56c221/colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6", size = 25335, upload-time = "2022-10-25T02:36:20.889Z" },
+]
+
+[[package]]
+name = "fastapi"
+version = "0.136.3"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "annotated-doc" },
+    { name = "pydantic" },
+    { name = "starlette" },
+    { name = "typing-extensions" },
+    { name = "typing-inspection" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/81/2d/ff8d91d7b564d464629a0fd50a4489c97fcb836ac230bf3a7269232a9b1f/fastapi-0.136.3.tar.gz", hash = "sha256:e487fae93ad408e6f47641ee4dfe389864fd7bec92e547ea8498fc13f43e83ab", size = 396410, upload-time = "2026-05-23T18:53:15.192Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/e0/82/45359b62a067409bd929ae8a56b8ed13e5a8c8a61194b3c236920999ab83/fastapi-0.136.3-py3-none-any.whl", hash = "sha256:3d2a69bdf04b7e9f3afa292c3bc7a98816bbfafa10bc9b45f3f3700d2f761620", size = 117481, upload-time = "2026-05-23T18:53:16.924Z" },
+]
 
 [[package]]
 name = "greenlet"
@@ -70,6 +154,52 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/4f/fd/d3baea2eeb7b617efd47e87ca06e2ec2c6118d303aa9e918e0ce16eadc10/greenlet-3.5.1-cp315-cp315t-win_arm64.whl", hash = "sha256:5028648bf2253ec4745add746129d3904121fa7fe871a76bed23c5720573ce0a", size = 239590, upload-time = "2026-05-20T13:13:37.382Z" },
 ]
 
+[[package]]
+name = "h11"
+version = "0.16.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/01/ee/02a2c011bdab74c6fb3c75474d40b3052059d95df7e73351460c8588d963/h11-0.16.0.tar.gz", hash = "sha256:4e35b956cf45792e4caa5885e69fba00bdbc6ffafbfa020300e549b208ee5ff1", size = 101250, upload-time = "2025-04-24T03:35:25.427Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/04/4b/29cac41a4d98d144bf5f6d33995617b185d14b22401f75ca86f384e87ff1/h11-0.16.0-py3-none-any.whl", hash = "sha256:63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86", size = 37515, upload-time = "2025-04-24T03:35:24.344Z" },
+]
+
+[[package]]
+name = "httpcore"
+version = "1.0.9"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "certifi" },
+    { name = "h11" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/06/94/82699a10bca87a5556c9c59b5963f2d039dbd239f25bc2a63907a05a14cb/httpcore-1.0.9.tar.gz", hash = "sha256:6e34463af53fd2ab5d807f399a9b45ea31c3dfa2276f15a2c3f00afff6e176e8", size = 85484, upload-time = "2025-04-24T22:06:22.219Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/7e/f5/f66802a942d491edb555dd61e3a9961140fd64c90bce1eafd741609d334d/httpcore-1.0.9-py3-none-any.whl", hash = "sha256:2d400746a40668fc9dec9810239072b40b4484b640a8c38fd654a024c7a1bf55", size = 78784, upload-time = "2025-04-24T22:06:20.566Z" },
+]
+
+[[package]]
+name = "httpx"
+version = "0.28.1"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "anyio" },
+    { name = "certifi" },
+    { name = "httpcore" },
+    { name = "idna" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/b1/df/48c586a5fe32a0f01324ee087459e112ebb7224f646c0b5023f5e79e9956/httpx-0.28.1.tar.gz", hash = "sha256:75e98c5f16b0f35b567856f597f06ff2270a374470a5c2392242528e3e3e42fc", size = 141406, upload-time = "2024-12-06T15:37:23.222Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/2a/39/e50c7c3a983047577ee07d2a9e53faf5a69493943ec3f6a384bdc792deb2/httpx-0.28.1-py3-none-any.whl", hash = "sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad", size = 73517, upload-time = "2024-12-06T15:37:21.509Z" },
+]
+
+[[package]]
+name = "idna"
+version = "3.16"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/1a/88/bcf9709822fe69d02c2a6a77956c98ce6ea8ca8767a9aadcedc7eb6a2390/idna-3.16.tar.gz", hash = "sha256:d7a6da03db833450fca25d2358ac9ff06cd624577a4aea3a596d5c0f77b8e03d", size = 203770, upload-time = "2026-05-22T00:16:18.781Z" }
+wheels = [
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+
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 name = "playwright"
 version = "1.60.0"
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+[[package]]
+name = "pydantic"
+version = "2.13.4"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
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+    { name = "typing-inspection" },
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+[[package]]
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+source = { registry = "https://pypi.org/simple" }
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