The Blueprint: The Film That Closes the Principles Arc
The last room of the principles arc. The biggest cost decisions are not line items you trim later, they are baked into the shape of the architecture, and they point two ways.
8:32 Learning Maps Napkin Films · Creative Technology
Agent-Directed
Animated Short Films
Stick figures. Chip tune scores. AI voices. A growing catalog of animated short films, including Out of Your Mind, a series dedicated to Alan Watts. Every film is made entirely from code: Python, numpy, and a lot of late nights.
What Is Napkin Films?
Napkin Films is a one-person animation studio where AI agents direct, voice, score, and render short films. I write the code. The agents compose the music, perform the characters, and help edit the story. Every film goes from a napkin sketch to a finished piece with the process visible the whole way, which is the point: AI as an instrument, not a slot machine.
No AI video generators. No GPU. No samples. Every waveform is synthesized from scratch in numpy. Every voice is generated fresh for each film. Every frame is drawn by a Python loop over a PIL canvas.
The studio mascot is the Plan 9 bunny, a stick figure with expressive ears and a lot to say about machine consciousness, late-night work sessions, and what it means to build things in the void.
Napkin Films is the creative-work corner of Coherent Complexity, the umbrella idea behind everything I build: make a complex system legible enough to work inside, then leave the map where the next person can find it. Here the system is the act of making, and the map is the visible pipeline from idea to film.
Built With
- Python + PIL Frame-by-frame stick figure animation
- HTML5 Canvas Atmospheric scenes and particle effects
- ElevenLabs v3 15+ character voice personas
- ChipForge Original chip tune scores, numpy-only synthesis
- FFmpeg Frame assembly, audio mux, final export
- No GPU Everything runs on CPU
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Dedication Series
Out of Your Mind
A series dedicated to Alan Watts, his talks reimagined as agent-directed films, scored and voiced from scratch in code.
Open the Out of Your Mind playlist ↗ See the full series, cluster by cluster → Educational Series
The Language of Sound
How music is actually built, walked one altitude at a time. No teacher on camera. Everything you see is driven by the real audio: a live oscilloscope, a harmonic ladder, the drops drawn in four colors. The companion field guide is The Language of Sound.
Open the Language of Sound playlist ↗ See the full series, season by season → Educational Series
Learning Maps
Distributed systems and the AWS Solutions Architect (SAA-C03) exam, taught as story. One concept per episode, each a room on a hand-drawn map. Audio-first: it works on a walk with your eyes closed. The full roadmap, wing by wing, lives at Learning Maps.
See the full series, wing by wing →New films drop regularly. Don't miss them.
Subscribing to Napkin Films on YouTube is the best way to follow the studio, new shorts, the Out of Your Mind series, and the occasional behind-the-scenes. It's free, and it genuinely helps the channel grow.
Subscribe to Napkin FilmsHow a Film Gets Made
01
Scene File
A Python or HTML5 Canvas file declares the characters, beats, and voice intent. Each beat specifies who speaks, what they say, and what emotion to perform.
02
Render
PIL draws frame-by-frame, 12fps at 854×480. Stick figures with 27 poses, 11 expressions, and a lip sync system driven by audio amplitude.
03
Voice
ElevenLabs voices are generated for each character. 15+ personas, narrators, villains, children, elders. Emotions are programmed, not improvised.
04
Score
ChipForge synthesizes an original chip tune score in numpy. Every waveform is computed from scratch, no samples, no loops, no external audio.
05
Mix
FFmpeg assembles frames, muxes audio stems, applies ducking and fades. A hash-based orchestrator reruns only changed stages, so iteration is fast.
06
Ship
Film goes to YouTube. Short clips are auto-cut from beat boundaries for social distribution. The manifest lives on in the repo as a production record.
Latest Writing
The making-of notes behind recent films.
The Promise and the Shelf: Two Short Films on Spending Less
The cost movement continues. The Promise is how you pay less for the load you can count on. The Shelf is how you pay less for what you store, and the bet hidden in every cheaper sh...
The Ballroom: The Film That Opens the Cost Movement
The cost movement of Learning Maps opens. The Ballroom is the core flip of the whole cloud: you stop owning capacity for your peak and start renting it for your need.
The Lobby and the Cipher: Two Short Films That Close the Security Wing
The security wing closes. The Lobby is about what should even be reachable in the first place. The Cipher is the last line, where the data itself is useless to a thief without the ...
The Keyring and the Gauntlet: Two Short Films on Who Gets In
The security wing of Learning Maps opens. The Keyring is how you stop handing out master keys. The Gauntlet is why one lock is never enough, and how to stack locks that fail for di...
The Outpost: The Last Room of the Systems-Talking Wing
The room about beating distance. A CDN opens a branch in every town so the answer is already next door, and it closes the systems-talking wing of Learning Maps.
The pipeline
Napkin Films runs on a custom Python animation engine paired with ChipForge, an in-house chip-tune music synthesis system. Voices are generated through ElevenLabs. Two render engines (PIL and HTML5 Canvas) feed FFmpeg assembly with JSON-manifest-driven audio sync.
The films appear here first. The technical writing on how each one is made lives across the projects page, and the instrumental scores are collected on the music page, on Bandcamp and available to license.