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Description
Summary
This package requires detailed examples for each object.
At least 5 examples per object, ranging from beginner to expert, must be provided.
Each code comment should clearly indicate whether the object or usage pattern is beginner-friendly or advanced.
🧩 Purpose
Users need a structured learning roadmap.
Not all users are at the same level of experience. Some are absolute beginners to concurrency and threads, while others are seasoned Python warriors. This library should:
- Offer approachable, simple examples to help new users get started
- Provide progressively advanced use cases for deeper understanding
- Clearly indicate the difficulty level of each example or API usage
- Make use of print statements with timestamps for step-by-step tracking
- Educate the user on how to graduate from one tool to another (e.g., from
SyncInttoSyncFork)
🎓 User Onboarding Flow
| Level | What They Should Learn | Example Types |
|---|---|---|
| 🟢 Beginner | Sync types, simple barriers, auto-reset timers | SyncRef, SyncBool, ClockBarrier, Stopwatch |
| 🟡 Intermediate | Group coordination, simple dispatching, command centers | Group, Fork, Agent, CommandCenter |
| 🔴 Advanced | Multi-thread orchestration, CAS, dynamic semaphores | SyncFork, SignalController, FlowRegulator, Conductor |
Each level should have an annotated example folder with:
- A few well-commented
.pyexamples - Clear descriptions on why a tool is used
- Markers for expected output and what success looks like
🧪 Implementation Plan
- Tag each example with its difficulty level (Beginner / Intermediate / Advanced)
- Add top-of-file block comments in each
*_example.pyexplaining:- Purpose of the example
- Expected output
- Related tools
- Create a
README.mdorindex.rstfor theexamples/folder explaining the tier system - Annotate RST documentation to link relevant examples
- Consider adding GIFs / diagrams / ASCII visuals for agent flows (beginner visual learners)
💬 Notes
Users must have explicit understanding and a roadmap to become more proficient from learning objects that are easier to use. The path to proficiency needs to be mapped properly so the library is seamlessly integrated into a user's toolkit and skillet.
This initiative will make ThreadFactory feel like a guided weapon kit — intuitive, elegant, and absolutely deadly in the right hands 🧠⚙️🧵