Mapping the code-as-video landscape --- deterministic to generative, with a learning-content lens
A map of the code-as-video field, from Manim and Remotion to Sora, sorted from deterministic to generative by what each tier offers learning content.
Posts
Longer writing, newest first. 39 in total, page 3 of 4.
2026
Code-as-video with Editframe --- video production as a dev workflow
An agent reads Akaunting's codebase and produces a 71-second walkthrough, which changes how Learning Program Owners, Designers, and Developers split the work.
Hello world with Editframe --- video production as a dev workflow
A first experiment in treating video like code: scaffolding an Editframe project, iterating with an AI agent, and rendering a hello-world MP4.
Nine levels of personal AI maturity, and the cliff at level six
A nine-level model of personal AI maturity, and why most rollouts stall at the cliff between using AI and building with it.
From blocked to built : decomposing a stuck project with human + AI collaboration
The decomposition approach that took a months-stalled training adaptation project to a stakeholder-validated proposal in seven days.
Git Worktrees and Claude Code: Why My Local Files Didn't Update
Claude Code's changes were on GitHub but not in my local files, because it works in a git worktree by default.
Claude Skills and the Copilot Parallel : A Practitioner's Map
A workflow that takes an hour in Claude takes three to five in Copilot, and mapping Claude's skill system onto M365 shows the gap is architectural.
Android Vault Sync Update: Replacing GitSync with Termux
GitSync broke the git index every time I added a new note on Android, so I replaced it with Termux.
In-app Live Assistant : Part 2 --- Building the Screen-Sharing Version
A custom web client that swaps the ADK camera feed for screen capture, so the agent watches the application instead of the user.
Translation vs. Localisation Is the Wrong Frame
Arguing over translation versus localisation misses the point; thinking in layers of context maps cleanly onto a multi-agent architecture.