# wousp112/justin-sun-alan-shao-ai-notes

> Notes from a 4-hour Justin Sun and Alan Shao interview on using AI: 15 ideas with step-by-step tutorials, a full timestamped transcript, and an AGENT.md to hand planning over to an AI agent.

- Magnitude: 2.4 out of 10 — Early signal
- Stars: 117 total · +7 stars measured 2026-10-12, 14:13–17:27 UTC, ≈ 11 by evening
- Star trust: star growth looks organic
- Category: Learning & lists · Created: 2026-10-09 · Last push: 2026-10-09
- GitHub: https://github.com/wousp112/justin-sun-alan-shao-ai-notes · Page: https://gitnova.dev/en/r/wousp112/justin-sun-alan-shao-ai-notes

## Useful for

- Copy AGENT.md into your AI agent to get a plan tailored to your situation
- Follow the tutorial on converting documents into AI-readable Markdown
- Check a transcript quote against the original video using its timestamp

## Why it’s here

- Star-counter measurements on 2026-10-12 (UTC), 14:13–17:27: 110 → 117 stars (+7). This is the change over that interval.
- Estimated end-of-day forecast: about +11 stars, using observed gains and the previous day.
- The repository is 3 days old and already has 117 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet.
- Top new repositories this week: #182.

## Star trust

Star growth looks organic.

Star-trust labels are heuristics based on the repository’s behavior, not a check of every stargazer.

## Numbers

- Forks: 9
- Issues and pull requests: 2
- Watchers: 0
- Average over the last week: 25 per day
- Usual pace: too little history (under two weeks)
- Stars in the last hour (measured): 3

## Stars per day, last 4 days (oldest → newest, today is partial)

2026-10-09 … 2026-10-12: 40, 21, 29, 7

## Spotted in now

- Top new repositories this week: #182

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   Full card: https://gitnova.dev/en/r/morluto/awesome-reverse-engineering.md
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5. **public-apis/public-apis** — 3.9 · Steady · Learning & lists · Python · +102 stars measured 2026-10-12, 11:45–17:24 UTC, ≈ 157 by evening
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   Full card: https://gitnova.dev/en/r/public-apis/public-apis.md

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Magnitude (0–10) measures how fast and how unusually interest in a repository is growing right now. It is not a quality score.
Days are UTC. “So far today” is a fact; “expected by the end of the day” is a forecast.
Summaries and use cases are written by an LLM (DeepSeek V4.1 Flash) from the README and may be inaccurate: verify specific claims (benchmarks, speed, hardware) in the repository itself.
Data as of 2026-10-12 17:36 UTC, updated every 30 minutes.