TIL: Sep 7

TIL: When implementing state-heavy features like a Canvas Grader, you must explicitly persist all internal component states across navigation events to prevent data loss during page switches. Additionally, safeguarding against SSRF in audio note processing and enforcing atomic transaction constraints on lesson indices are critical patterns for maintaining operational integrity in complex LMS architectures.