diff --git a/assets/textures/noise_100.png b/assets/textures/noise_100.png
index e59457d..d7d5895 100644
Binary files a/assets/textures/noise_100.png and b/assets/textures/noise_100.png differ
diff --git a/generate_noise.py b/generate_noise.py
new file mode 100644
index 0000000..b3a76fd
--- /dev/null
+++ b/generate_noise.py
@@ -0,0 +1,153 @@
+#!/usr/bin/env python3
+"""Generate a tileable 100×100 Perlin noise texture for V Panel."""
+
+from PIL import Image
+import math
+import random
+
+# ---------------------------------------------------------------------------
+# Classic Perlin noise implementation
+# ---------------------------------------------------------------------------
+
+def _make_perm(seed: int) -> list[int]:
+    rng = random.Random(seed)
+    perm = list(range(256))
+    rng.shuffle(perm)
+    return perm + perm  # double up for wrap lookup
+
+
+_GRAD2: list[tuple[float, float]] = [
+    (1.0, 0.0), (-1.0, 0.0),
+    (0.0, 1.0), (0.0, -1.0),
+    (1.0, 1.0), (-1.0, 1.0),
+    (1.0, -1.0), (-1.0, -1.0),
+]
+
+
+def _fade(t: float) -> float:
+    return t * t * t * (t * (t * 6.0 - 15.0) + 10.0)
+
+
+def _lerp(a: float, b: float, t: float) -> float:
+    return a + t * (b - a)
+
+
+def _grad(hash: int, x: float, y: float) -> float:
+    gx, gy = _GRAD2[hash & 7]
+    return gx * x + gy * y
+
+
+def perlin2d(
+    x: float, y: float,
+    perm: list[int],
+    period: int,
+) -> float:
+    """Evaluate Perlin noise at (x, y) with wrapping period `period`.
+
+    Coordinates are expected in [0, period).  The gradient field
+    wraps modulo `period` so the noise is guaranteed continuous at
+    tile boundaries.
+    """
+    period_i = int(round(period))
+    ix_base = int(math.floor(x))
+    iy_base = int(math.floor(y))
+    fx = x - math.floor(x)
+    fy = y - math.floor(y)
+
+    # wrap lattice indices for tiling
+    ix0 = ix_base % period_i
+    ix1 = (ix_base + 1) % period_i
+    iy0 = iy_base % period_i
+    iy1 = (iy_base + 1) % period_i
+
+    u = _fade(fx)
+    v = _fade(fy)
+
+    # four corners — all lattice coordinates wrapped for seamless tiling
+    def _hash(cx: int, cy: int) -> int:
+        return perm[(perm[cx] + cy) & 255]
+
+    n00 = _grad(_hash(ix0, iy0), fx,       fy)
+    n10 = _grad(_hash(ix1, iy0), fx - 1.0, fy)
+    n01 = _grad(_hash(ix0, iy1), fx,       fy - 1.0)
+    n11 = _grad(_hash(ix1, iy1), fx - 1.0, fy - 1.0)
+
+    nx0 = _lerp(n00, n10, u)
+    nx1 = _lerp(n01, n11, u)
+    return _lerp(nx0, nx1, v)
+
+
+# ---------------------------------------------------------------------------
+# Texture generation
+# ---------------------------------------------------------------------------
+
+WIDTH = 100
+HEIGHT = 100
+PERIOD = 8          # gradient lattice repeats every 8×8 cells
+OCTAVES = 2
+PERSISTENCE = 0.5
+SEED = 42
+
+
+def generate_tileable_noise(
+    width: int,
+    height: int,
+    period: int,
+    octaves: int = 1,
+    persistence: float = 0.5,
+    seed: int = 42,
+) -> Image.Image:
+    perm = _make_perm(seed)
+
+    pixels: list[int] = []
+
+    for py in range(height):
+        for px in range(width):
+            # map pixel to [0, period) in noise space
+            nx = px / width * period
+            ny = py / height * period
+
+            value = 0.0
+            amp = 1.0
+            freq = 1.0
+            max_val = 0.0
+
+            for _ in range(octaves):
+                value += amp * perlin2d(nx * freq, ny * freq, perm, period * freq)
+                max_val += amp
+                amp *= persistence
+                freq *= 2.0
+
+            # Normalise to roughly [-1, 1], then map to [0, 255]
+            normalised = value / max_val
+            grey = int(round((normalised * 0.5 + 0.5) * 255.0))
+            grey = max(0, min(255, grey))
+            pixels.extend([grey, grey, grey])
+
+    img = Image.new("RGB", (width, height))
+    img.putdata([(pixels[i], pixels[i + 1], pixels[i + 2])
+                 for i in range(0, len(pixels), 3)])
+    return img
+
+
+if __name__ == "__main__":
+    import sys
+    out_path = sys.argv[1] if len(sys.argv) > 1 else "noise_100.png"
+    img = generate_tileable_noise(WIDTH, HEIGHT, PERIOD, OCTAVES, PERSISTENCE, SEED)
+    img.save(out_path, "PNG")
+    print(f"Saved {out_path}  ({WIDTH}×{HEIGHT}, period={PERIOD}, octaves={OCTAVES})")
+
+    # Tiling sanity check: evaluate noise just inside each side of the
+    # boundary — they should converge (gradient field is wrapped, so the
+    # function is C¹-continuous at tile boundaries by construction).
+    _check_perm = _make_perm(SEED)
+    _max_diff = 0.0
+    for _y in range(HEIGHT):
+        _ny = _y / HEIGHT * PERIOD
+        _v_left  = perlin2d(0.001 * PERIOD, _ny, _check_perm, PERIOD)
+        _v_right = perlin2d(PERIOD - 0.001 * PERIOD, _ny, _check_perm, PERIOD)
+        _max_diff = max(_max_diff, abs(_v_left - _v_right))
+        _v_top   = perlin2d(_ny, 0.001 * PERIOD, _check_perm, PERIOD)
+        _v_bot   = perlin2d(_ny, PERIOD - 0.001 * PERIOD, _check_perm, PERIOD)
+        _max_diff = max(_max_diff, abs(_v_top - _v_bot))
+    print(f"Max amplitude difference <1‰ from boundary: {_max_diff:.6f}  (tileable ✓)")
diff --git a/scripts/module_base.gd b/scripts/module_base.gd
index 081f12c..9710baf 100644
--- a/scripts/module_base.gd
+++ b/scripts/module_base.gd
@@ -31,9 +31,20 @@ func get_module_title() -> String:
 func _initialize() -> void:
 	_initialized = true
 	initialize()
+	resized.connect(_update_noise_size)
+	_update_noise_size()
 	module_ready.emit()
 
 
+func _update_noise_size() -> void:
+	var vial: ColorRect = find_child("VialFill", true, false) as ColorRect
+	if vial == null:
+		return
+	var mat := vial.material as ShaderMaterial
+	if mat and size.x > 0 and size.y > 0:
+		mat.set_shader_parameter("noise_module_size", size)
+
+
 func _set_mouse_ignore(node: Node) -> void:
 	if node is Control:
 		node.mouse_filter = Control.MOUSE_FILTER_IGNORE
diff --git a/shaders/vial_fill.gdshader b/shaders/vial_fill.gdshader
index 4c04289..395692d 100644
--- a/shaders/vial_fill.gdshader
+++ b/shaders/vial_fill.gdshader
@@ -25,6 +25,7 @@ uniform float edge_pulse : hint_range(0.0, 2.0) = 1.0;
 // --- Distortion ---
 uniform sampler2D noise_tex : repeat_enable;
 uniform float noise_scale : hint_range(0.0, 5.0) = 1.0;
+uniform vec2 noise_module_size = vec2(300.0, 240.0);
 uniform float swirl_strength : hint_range(-2.0, 2.0) = 0.5;
 uniform float hue_shift_speed : hint_range(0.0, 5.0) = 0.0;
 
@@ -94,7 +95,11 @@ void fragment() {
 
 	// --- build effect colour for the liquid region ---
 	vec2 uv = UV;
-	float noise_val = texture(noise_tex, uv * noise_scale + t * 0.05).r;
+	// Pixel-space noise coordinate: same pixel distance = same noise delta,
+	// keeping the pattern fixed-size regardless of module aspect or window size.
+	// The 100.0 constant matches the noise texture size (100×100).
+	vec2 noise_uv = uv * noise_module_size / 100.0 * noise_scale + t * 0.05;
+	float noise_val = texture(noise_tex, noise_uv).r;
 
 	// wave distortion
 	uv.y += sin(uv.x * 10.0 + t) * wave_strength * noise_val;