Segment Loop Master

Master Any Concept Through Deliberate Repetition

🔄 10,000 Iterations Theory in Practice

🧠The Philosophy

"It's not about 10,000 hours to master something, it's about 10,000 iterations."

— Naval Ravikant

Ancient Wisdom Meets Modern Learning

Hindu traditions have long understood the power of repetition. Mantras are repeated 108 or 1,008 times—sacred numbers believed to create permanent neural pathways. Perhaps our ancestors discovered what neuroscience now confirms: repetition literally rewires the brain.

Segment Loop Master applies this ancient wisdom to modern learning. Break content into digestible segments, loop them deliberately, and document insights with each iteration.

⚙️How It Works

1. Segment Your Content

Split videos into 20-second segments for focused learning. Each segment becomes a learning unit.

split_video_by_minute_segment.sh

2. Loop with Intention

Play segments repeatedly while maintaining focus. Each loop deepens understanding.

Iteration 1Iteration 50Iteration 108

3. Document Insights

Record discoveries with iteration numbers. Track your understanding evolution.

[Iteration 23] First glimpse of pattern
[Iteration 67] Connection to previous concept
[Iteration 108] Complete understanding

4. Build Neural Pathways

Repetition creates permanent understanding. Knowledge becomes intuition.

🛠️Technical Architecture

FE

Vanilla JavaScript Frontend

Clean, fast, no framework overhead. Direct DOM manipulation for precise control.

BE

Python FastAPI Backend

High-performance async API. Handles media serving and iteration tracking.

DB

MongoDB Database

Flexible document storage for segments, iterations, and insights.

🔍

Sequence Logger System

Revolutionary debugging with unified frontend/backend event tracking.

🔒Why This Remains Private

This tool was built for personal mastery, not public distribution. The legal complexities of content rights make public release challenging.

However, I believe in the concept's power. If you're interested in building a platform where users upload their own content—avoiding copyright issues entirely—let's connect. Together we could democratize deliberate practice.

Vision: A YouTube for deliberate practice, where learners own their content and iterations.

Interested in the Concept?

While this tool remains private, I'm open to collaborating on a public platform where users can upload their own content for deliberate practice. Let's democratize mastery together.

Get in Touch