diff --git a/atopile/guides/parameters.mdx b/atopile/guides/parameters.mdx
new file mode 100644
index 0000000..e69de29
diff --git a/videos/.python-version b/videos/.python-version
new file mode 100644
index 0000000..24ee5b1
--- /dev/null
+++ b/videos/.python-version
@@ -0,0 +1 @@
+3.13
diff --git a/videos/README.md b/videos/README.md
new file mode 100644
index 0000000..d9459a7
--- /dev/null
+++ b/videos/README.md
@@ -0,0 +1,3 @@
+# Videos Directory
+
+This directory contains the source for video explainers for atopile.
diff --git a/videos/__pycache__/main.cpython-313.pyc b/videos/__pycache__/main.cpython-313.pyc
new file mode 100644
index 0000000..b355692
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diff --git a/videos/main.py b/videos/main.py
new file mode 100644
index 0000000..d696ea2
--- /dev/null
+++ b/videos/main.py
@@ -0,0 +1,6 @@
+def main():
+    print("Hello from videos!")
+
+
+if __name__ == "__main__":
+    main()
diff --git a/videos/params-explainer/.gitignore b/videos/params-explainer/.gitignore
new file mode 100644
index 0000000..07129c0
--- /dev/null
+++ b/videos/params-explainer/.gitignore
@@ -0,0 +1 @@
+media/
diff --git a/videos/params-explainer/__pycache__/main.cpython-313.pyc b/videos/params-explainer/__pycache__/main.cpython-313.pyc
new file mode 100644
index 0000000..7e7466f
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diff --git a/videos/params-explainer/main.py b/videos/params-explainer/main.py
new file mode 100644
index 0000000..d412f9b
--- /dev/null
+++ b/videos/params-explainer/main.py
@@ -0,0 +1,209 @@
+import numpy as np
+from manim import (
+    BLUE,
+    DOWN,
+    LEFT,
+    ORANGE,
+    PINK,
+    PI,
+    RIGHT,
+    WHITE,
+    TAU,
+    UP,
+    Arrow,
+    ArrowTriangleFilledTip,
+    ArrowTip,
+    Brace,
+    Circle,
+    Create,
+    Dot,
+    FadeOut,
+    Group,
+    NumberLine,
+    Rectangle,
+    Scene,
+    Square,
+    Text,
+    Transform,
+    Line,
+    VMobject,
+    GREEN,
+)
+from manim.utils.space_ops import angle_of_vector
+
+
+class SubsetIndicator(VMobject):
+    def __init__(
+        self,
+        start,
+        end,
+        tip_length=0.25,
+        tip_shape=ArrowTriangleFilledTip,
+        color=WHITE,
+        **kwargs,
+    ):
+        super().__init__(**kwargs)
+
+        s = np.array(start)
+        e = np.array(end)
+
+        self.line = Line(s, e, color=color, **kwargs)
+
+        line_vector = e - s
+        if np.allclose(line_vector, np.zeros(3)):
+            # Handle cases where start and end points are the same
+            line_angle = 0.0
+        else:
+            line_angle = angle_of_vector(line_vector)
+
+        # Tip at start, pointing outwards (away from end)
+        self.tip_at_start = tip_shape(length=tip_length, color=color, **kwargs)
+        # Rotate tip to align correctly: line_angle + PI (opposite to line dir)
+        self.tip_at_start.rotate(line_angle + PI)
+        self.tip_at_start.move_to(s)
+
+        # Tip at end, pointing outwards (away from start)
+        self.tip_at_end = tip_shape(length=tip_length, color=color, **kwargs)
+        # Rotate tip to align correctly: line_angle (same as line dir)
+        self.tip_at_end.rotate(line_angle)
+        self.tip_at_end.move_to(e)
+
+        self.add(self.line, self.tip_at_start, self.tip_at_end)
+
+
+class SupersetIndicator(VMobject):
+    def __init__(
+        self,
+        start,
+        end,
+        tip_length=0.25,
+        tip_shape=ArrowTriangleFilledTip,
+        color=WHITE,
+        **kwargs,
+    ):
+        super().__init__(**kwargs)
+
+        s = np.array(start)
+        e = np.array(end)
+
+        self.line = Line(s, e, color=color, **kwargs)
+
+        line_vector = e - s
+        if np.allclose(line_vector, np.zeros(3)):
+            # Handle cases where start and end points are the same
+            line_angle = 0.0
+        else:
+            line_angle = angle_of_vector(line_vector)
+
+        # Tip at start, pointing inwards (towards end)
+        self.tip_at_start = tip_shape(length=tip_length, color=color, **kwargs)
+        # Rotate tip to align correctly: line_angle (same as line dir)
+        self.tip_at_start.rotate(line_angle)
+        self.tip_at_start.move_to(s)
+
+        # Tip at end, pointing inwards (towards start)
+        self.tip_at_end = tip_shape(length=tip_length, color=color, **kwargs)
+        # Rotate tip to align correctly: line_angle + PI (opposite to line dir)
+        self.tip_at_end.rotate(line_angle + PI)
+        self.tip_at_end.move_to(e)
+
+        self.add(self.line, self.tip_at_start, self.tip_at_end)
+
+
+class Parameters(Scene):
+    def construct(self):
+        domain = NumberLine(
+            x_range=[2.5, 4, 0.1],
+            include_numbers=True,
+            font_size=24,
+            length=12,
+        )
+        self.play(Create(domain))
+        multimeter_dot = Dot(domain.n2p(3.3), color=BLUE)
+        self.play(Create(multimeter_dot))
+
+        self.wait(1)
+        self.next_section()
+        self.play(FadeOut(multimeter_dot))
+
+        power_supply_brace = Brace(
+            Group(domain.get_tick(3.1), domain.get_tick(3.5)), UP
+        )
+        power_supply_brace_text = Text("Power Supply Voltage", font_size=24).next_to(
+            power_supply_brace, UP
+        )
+        self.play(Create(power_supply_brace), Create(power_supply_brace_text))
+
+        braces = [power_supply_brace, power_supply_brace_text]
+
+        self.wait(1)
+        self.next_section()
+
+        microcontroller_brace = Brace(
+            (Group(domain.get_tick(3.2), domain.get_tick(3.4)).shift(DOWN * 0.5)), DOWN
+        )
+        microcontroller_brace_text = Text(
+            "Microcontroller Rated Voltage", font_size=24
+        ).next_to(microcontroller_brace, DOWN)
+
+        braces.append(microcontroller_brace)
+        braces.append(microcontroller_brace_text)
+
+        self.play(Create(microcontroller_brace), Create(microcontroller_brace_text))
+
+        self.wait(1)
+        self.next_section()
+
+        multimeter_dot = Dot(domain.n2p(3.45), color=BLUE)
+        multimeter_annotation = Text("Oops!", font_size=24).next_to(
+            microcontroller_brace_text
+        )
+        multimeter_dot_arrow = Arrow(
+            multimeter_annotation.get_edge_center(UP), multimeter_dot.get_center()
+        )
+        self.play(Create(multimeter_dot))
+        self.play(Create(multimeter_dot_arrow), Create(multimeter_annotation))
+
+        self.wait(1)
+        self.next_section()
+
+        self.play(
+            FadeOut(multimeter_dot_arrow),
+            FadeOut(multimeter_annotation),
+            FadeOut(multimeter_dot),
+        )
+
+        # Add superset and subset constraints to the domain
+        superset = SupersetIndicator(domain.n2p(3.1), domain.n2p(3.5), color=ORANGE)
+        superset_title = Text("voltage ⊇ 3.1 to 3.5V", font_size=24, color=ORANGE)
+        and_title = Text("&&", font_size=24).next_to(superset_title, RIGHT)
+        subset = SubsetIndicator(domain.n2p(3.2), domain.n2p(3.4), color=GREEN)
+        subset_title = Text("voltage ⊆ 3.2 to 3.4V", font_size=24, color=GREEN).next_to(
+            and_title, RIGHT
+        )
+
+        title_group = (
+            Group(superset_title, and_title, subset_title).center().shift(UP * 2)
+        )
+
+        self.play(Create(subset), Create(subset_title))
+        self.wait(1)
+
+        self.play(Create(superset), Create(superset_title), Create(and_title))
+        self.wait(1)
+
+        self.play(FadeOut(b) for b in braces)
+
+        self.wait(1)
+
+        new_subset = SubsetIndicator(domain.n2p(2.7), domain.n2p(3.7), color=GREEN)
+        new_subset_title = Text(
+            "voltage ⊆ 2.7 to 3.7V", font_size=24, color=GREEN
+        ).next_to(and_title, RIGHT)
+
+        self.play(
+            Transform(subset, new_subset),
+            Transform(subset_title, new_subset_title),
+        )
+
+        self.wait(1)
diff --git a/videos/params-explainer/manim.cfg b/videos/params-explainer/manim.cfg
new file mode 100644
index 0000000..42dd2bc
--- /dev/null
+++ b/videos/params-explainer/manim.cfg
@@ -0,0 +1,7 @@
+[CLI]
+frame_rate = 30
+pixel_height = 1080
+pixel_width = 1920
+background_color = BLACK
+background_opacity = 1
+scene_names = Default
diff --git a/videos/params-explainer/plan.md b/videos/params-explainer/plan.md
new file mode 100644
index 0000000..614f8e8
--- /dev/null
+++ b/videos/params-explainer/plan.md
@@ -0,0 +1,43 @@
+# Script
+
+## Uncertainty
+
+Let's check out a real-life parameter in your circuit - the voltage on your power rail.
+You whip out your trusty cheap-o multimeter and check the voltage between vcc and gnd.
+
+You see 3.3V {enter number line - mark 3.3V on the number line}
+
+Perfect! Right?
+
+Well... sometimes, but, often, not really. {fade out multimeter dot}
+
+You know that right now, under these conditions, this specific power supply is putting out something around 3.3V, down to the precision of your power supply and multimeter.
+
+For all of these reasons, we typically think of a measurement as having some **uncertainty** or range of possible values {number line add brace}
+This represents the set of possible values this power supply will output, under rated conditions.
+
+## Perspectives
+
+Now, only the deepest of electronics nerds build a power supply for power-supply's sake! Let's plug it into this microcontroller. Annd... bang! There goes the blue smoke.
+
+What happened? Well, doing my homework, it turns out that this microcontroller is only rated for this {add another brace} subset of voltages, and my multimeter is now saying the power supply is putting out {add dot} too much for it.
+
+We need a good way to express two constraints of this voltage:
+- The microcontroller needs the voltage to be within a range to operate correctly
+- The power supply will, under rated conditions, output a voltage within this range, but we can't say exactly where
+
+Looking at these as separate constraints, implies there is *something* that is constrained. In `atopile`, we refer to specific attributes of the design, like this voltage, as a `Parameter`.
+
+With that, we can say:
+- From the microcontroller: the voltage must be a **subset** of 3.2 to 3.3V
+- From the power supply: the voltage is a **superset** of 3.1 to 3.5V
+
+{fade out braces}
+
+Now, this cannot be satisfied! There is a contradiction here. Which is exactly why the compiler will throw a contradiction error.
+
+Instead, if buy a microcontroller with much more sane tolerances {widen microcontroller subset}, thing will work just fine.
+
+## Correlation
+
+Conveniently, this constraint-based thinking propagates super clearly too!
diff --git a/videos/pyproject.toml b/videos/pyproject.toml
new file mode 100644
index 0000000..ed96b8c
--- /dev/null
+++ b/videos/pyproject.toml
@@ -0,0 +1,13 @@
+[project]
+name = "videos"
+version = "0.1.0"
+description = "Add your description here"
+readme = "README.md"
+requires-python = ">=3.13"
+dependencies = ["manim>=0.19.0"]
+
+[tool.ruff.format]
+line-length = 88
+
+[dependency-groups]
+dev = ["ruff>=0.11.8"]
diff --git a/videos/uv.lock b/videos/uv.lock
new file mode 100644
index 0000000..14924fc
--- /dev/null
+++ b/videos/uv.lock
@@ -0,0 +1,601 @@
+version = 1
+revision = 1
+requires-python = ">=3.13"
+
+[[package]]
+name = "audioop-lts"
+version = "0.2.1"
+source = { registry = "https://pypi.org/simple" }
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