diff --git a/pythonlib/camoufox/fingerprints.py b/pythonlib/camoufox/fingerprints.py
index 8cddf50..2cad109 100644
--- a/pythonlib/camoufox/fingerprints.py
+++ b/pythonlib/camoufox/fingerprints.py
@@ -406,6 +406,52 @@ def clamp_window_dimensions(config: Dict[str, Any]) -> None:
             config[f'window.inner{axis}'] = outer_clamped
 
 
+def clamp_screen_to_display(
+    config: Dict[str, Any],
+    max_width: Optional[int],
+    max_height: Optional[int],
+) -> None:
+    """Shrink screen.width/height down to the bounds of the real display.
+
+    BrowserForge takes a Screen constraint but drops it silently whenever it
+    filters the fingerprint pool too far: FingerprintGenerator.partial_csp
+    swallows the resulting failure and deletes the constraint unless strict=True.
+    So the bound from get_screen_cons() is best-effort only, and a 1366x768
+    laptop routinely gets a 2560x1440 fingerprint. browser-init.patch resizes the
+    real chrome window to window.outerWidth/outerHeight, so an unbounded value
+    renders past the edge of the monitor (daijro/camoufox#499).
+
+    Keeps the taskbar delta (screen - avail) intact so fix_screen_no_taskbar's
+    invariant survives. Callers must run clamp_window_dimensions afterwards to
+    cascade the new bounds down to avail/outer/inner.
+    """
+    for axis, cap in (('width', max_width), ('height', max_height)):
+        screen = config.get(f'screen.{axis}')
+        if not (screen and cap) or screen <= cap:
+            continue
+        avail_key = 'screen.availWidth' if axis == 'width' else 'screen.availHeight'
+        avail = config.get(avail_key)
+        config[f'screen.{axis}'] = cap
+        if avail:
+            config[avail_key] = max(1, cap - max(0, screen - avail))
+
+
+def clamp_window_position(config: Dict[str, Any]) -> None:
+    """Keep the window box inside the screen: 0 <= screenX/Y <= screen - outer.
+
+    BrowserForge's screenX/screenY are consistent with the screen it generated
+    them against, so clamp_screen_to_display invalidates them. A window
+    positioned partly off its own reported screen is an impossible geometry.
+    """
+    for axis, pos_key in (('Width', 'window.screenX'), ('Height', 'window.screenY')):
+        screen = config.get(f'screen.{axis.lower()}')
+        outer = config.get(f'window.outer{axis}')
+        pos = config.get(pos_key)
+        if pos is None or not (screen and outer):
+            continue
+        config[pos_key] = max(0, min(pos, screen - outer))
+
+
 def set_media_devices_defaults(config: Dict[str, Any]) -> None:
     """Spoof navigator.mediaDevices.enumerateDevices() so headless contexts
     expose a plausible device list.
diff --git a/pythonlib/camoufox/utils.py b/pythonlib/camoufox/utils.py
index e5776c8..795a90d 100644
--- a/pythonlib/camoufox/utils.py
+++ b/pythonlib/camoufox/utils.py
@@ -21,7 +21,7 @@ from .exceptions import (
     InvalidPropertyType,
     NonFirefoxFingerprint,
 )
-from .fingerprints import from_browserforge, from_preset, generate_fingerprint, get_random_preset, _generate_random_font_subset, _generate_random_voice_subset, fix_navigator_arch, fix_screen_no_taskbar, clamp_window_dimensions, set_media_devices_defaults
+from .fingerprints import from_browserforge, from_preset, generate_fingerprint, get_random_preset, _generate_random_font_subset, _generate_random_voice_subset, fix_navigator_arch, fix_screen_no_taskbar, clamp_screen_to_display, clamp_window_dimensions, clamp_window_position, set_media_devices_defaults
 from .geolocation import geoip_allowed, get_geolocation
 from .ip import Proxy, public_ip, valid_ipv4, valid_ipv6
 from .locales import handle_locales
@@ -679,10 +679,14 @@ def launch_options(
             merge_into(config, from_preset(preset, ff_version_str))
             _used_preset = True
 
+    # Bound the geometry to the real display. BrowserForge only honours this when
+    # its pool has a match, so it is re-applied after generation as well.
+    screen_cons = screen or get_screen_cons(headless or 'DISPLAY' in env)
+
     if not _used_preset and fingerprint is None:
         # Default: BrowserForge synthetic generation (infinite unique fingerprints)
         fingerprint = generate_fingerprint(
-            screen=screen or get_screen_cons(headless or 'DISPLAY' in env),
+            screen=screen_cons,
             window=window,
             os=os,
         )
@@ -701,8 +705,15 @@ def launch_options(
     if not _user_set_navigator:
         fix_navigator_arch(config, target_os)
     if not _user_set_screen_window:
+        # Headful only: this bound exists so the real window fits the monitor.
+        # headless has no window to overflow, and headless='virtual' runs a 1x1
+        # Xvfb (see virtdisplay.py) that would otherwise shrink the whole
+        # fingerprint to 1x1.
+        if headless is False and screen_cons:
+            clamp_screen_to_display(config, screen_cons.max_width, screen_cons.max_height)
         fix_screen_no_taskbar(config, target_os)
         clamp_window_dimensions(config)
+        clamp_window_position(config)
 
     # Set a random window.history.length
     set_into(config, 'window.history.length', randrange(1, 6))  # nosec
diff --git a/pythonlib/tests/test_fingerprint_fixes.py b/pythonlib/tests/test_fingerprint_fixes.py
index 9b0a75d..715382f 100644
--- a/pythonlib/tests/test_fingerprint_fixes.py
+++ b/pythonlib/tests/test_fingerprint_fixes.py
@@ -16,7 +16,9 @@ import sys
 sys.path.insert(0, os.path.join(os.path.dirname(__file__), ".."))
 
 from camoufox.fingerprints import (  # noqa: E402
+    clamp_screen_to_display,
     clamp_window_dimensions,
+    clamp_window_position,
     fix_navigator_arch,
     fix_screen_no_taskbar,
     set_media_devices_defaults,
@@ -128,6 +130,99 @@ class TestClampWindowDimensions:
         assert c["window.innerWidth"] == 1264
 
 
+class TestClampScreenToDisplay:
+    def test_shrinks_screen_to_display(self):
+        # BrowserForge routinely ships a 2560x1440 fingerprint to a 1366x768
+        # laptop; browser-init then resizes the real window past the monitor.
+        c = {
+            "screen.width": 2560,
+            "screen.height": 1440,
+            "screen.availWidth": 2560,
+            "screen.availHeight": 1400,
+        }
+        clamp_screen_to_display(c, 1366, 768)
+        assert c["screen.width"] == 1366
+        assert c["screen.height"] == 768
+        # taskbar delta (1440-1400=40) preserved, so fix_screen_no_taskbar's
+        # avail < height invariant still holds
+        assert c["screen.availWidth"] == 1366
+        assert c["screen.availHeight"] == 768 - 40
+
+    def test_noop_when_already_within_display(self):
+        c = {"screen.width": 1280, "screen.height": 720, "screen.availHeight": 700}
+        clamp_screen_to_display(c, 1366, 768)
+        assert c["screen.width"] == 1280
+        assert c["screen.height"] == 720
+        assert c["screen.availHeight"] == 700
+
+    def test_ignores_unset_bounds(self):
+        c = {"screen.width": 2560, "screen.height": 1440}
+        clamp_screen_to_display(c, None, None)
+        assert c["screen.width"] == 2560
+        assert c["screen.height"] == 1440
+
+    def test_avail_never_drops_below_one(self):
+        # taskbar delta larger than the display must not produce a <= 0 avail
+        c = {"screen.height": 2000, "screen.availHeight": 100}
+        clamp_screen_to_display(c, None, 768)
+        assert c["screen.availHeight"] >= 1
+
+    def test_clamped_result_survives_cascade(self):
+        c = {
+            "screen.width": 2560,
+            "screen.height": 1440,
+            "screen.availWidth": 2560,
+            "screen.availHeight": 1400,
+            "window.outerWidth": 1920,
+            "window.outerHeight": 1055,
+            "window.innerWidth": 1920,
+            "window.innerHeight": 1000,
+        }
+        clamp_screen_to_display(c, 1366, 768)
+        clamp_window_dimensions(c)
+        assert c["window.outerWidth"] <= c["screen.availWidth"] <= c["screen.width"] == 1366
+        assert c["window.outerHeight"] <= c["screen.availHeight"] <= c["screen.height"] == 768
+        assert c["window.innerWidth"] <= c["window.outerWidth"]
+        assert c["window.innerHeight"] <= c["window.outerHeight"]
+
+
+class TestClampWindowPosition:
+    def test_pulls_window_back_inside_screen(self):
+        c = {
+            "screen.width": 1366,
+            "screen.height": 768,
+            "window.outerWidth": 1366,
+            "window.outerHeight": 728,
+            "window.screenX": 250,
+            "window.screenY": 281,
+        }
+        clamp_window_position(c)
+        assert c["window.screenX"] == 0
+        assert c["window.screenY"] == 40
+
+    def test_noop_when_window_already_inside(self):
+        c = {
+            "screen.width": 1920,
+            "screen.height": 1080,
+            "window.outerWidth": 1280,
+            "window.outerHeight": 720,
+            "window.screenX": 100,
+            "window.screenY": 50,
+        }
+        clamp_window_position(c)
+        assert c["window.screenX"] == 100
+        assert c["window.screenY"] == 50
+
+    def test_never_negative(self):
+        c = {
+            "screen.width": 800,
+            "window.outerWidth": 1000,  # wider than screen
+            "window.screenX": 50,
+        }
+        clamp_window_position(c)
+        assert c["window.screenX"] == 0
+
+
 class TestSetMediaDevicesDefaults:
     def test_sets_one_mic_one_cam(self):
         c = {}