Code.org vs Toddle

Code.org deploys code nearly every day under versioned release tags, with active development across four parallel threads: Lab2 (a modernized coding environment replacing older labs), AI Lab (machine learning tools students can interact with—decision trees, ML model selection), an embedded AI tutor integrating video and canvas, and preparations for Hour of AI 2026. The CodeAI brand is now the default frontend, reflecting a deliberate shift toward AI-integrated CS education.

The AI Lab and Lab2 investments are converging: decision tree visualization and ML model selection in the level builder let teachers author AI-native lessons, while Sprite Lab and other classic environments are being ported to Lab2's architecture. The embedded tutor adds audio, video, and canvas to the in-lesson experience, moving Code.org from teaching about code toward providing interactive AI assistance during the learning process itself. Hour of AI 2026 is the event where these threads are expected to come together publicly.

The Hour of AI 2026 curriculum will likely ship as a polished AI Lab-integrated experience—decision trees, model selection, and the embedded tutor in a single flow. The CodeAI brand shift suggests a broader positioning announcement may follow the event.