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Add new journal entries and pages for AWS, Agentic Learning, and notable Python community figures
- Introduced a new journal entry for April 21, 2025, detailing AWS resources and Agentic Learning concepts. - Created pages for Zachary Zezhou Huang, Trey Hunner, and Raymond Hettinger, highlighting their contributions to the Python community. - Added links to relevant projects and resources, enhancing documentation and knowledge sharing. - Updated existing pages with new aliases and tags for better organization.
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‎journals/2025_04_21.md‎

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## Security
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## AWS
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- [[AWS/GAIIC]]
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- ## Agentic Learning
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- ### [[Py/Lib]]
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- [[Person/Zachary Zezhou Huang/GitHub]]
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- [[PocketFlowAI]]
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- {{embed ((68064371-a3d7-492c-b1c4-542007867593))}}
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- [[Person/Zachary Zezhou Huang/GitHub/Tutorial-Codebase-Knowledge]]
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- ## Python Community
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- [[Person/Trey Hunner]]
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- [[Person/Raymond Hettinger]]
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- ## [[MCP]]
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- [[Chainlit/MCP Server]] makes it really easy to get started with MCP servers in a deployable chat app
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- ## Security
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- disenchanted with the lack of specificity in 1password authorization flow
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- #Filed
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- [[1Password/How To/Handle No accounts configured for use with 1Password CLI]]

‎pages/AWS___GAIIC.md‎

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# [Generative AI Innovation Center](https://aws.amazon.com/ai/generative-ai/innovation-center/)
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- A consulting arm that can help with rapid prototyping

‎pages/Chainlit___MCP Server.md‎

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# [MCP Servers - Chainlit](https://docs.chainlit.io/advanced-features/mcp)
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-

‎pages/Person___Raymond Hettinger.md‎

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tags:: [[Person]], [[Python]], [[Coder]], [[Course/Author]]
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- # Raymond Hettinger
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- Role and Background
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- [[Python]] Core Developer
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- Certified Public Accountant
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- Freelance programmer/consultant/trainer
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- Location: Santa Clara, California
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- Company: Mutable Minds, Inc.
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- # Notable Projects
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- [[Person/Raymond Hettinger/GitHub/modernpython]]
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- Sample code for video course: Modern Python: Big Ideas, Little Code
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- [GitHub Repository](https://github.com/rhettinger/modernpython)
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- Public Talks and Presentations
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- [GitHub Pages](https://github.com/rhettinger/rhettinger.github.io)
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- # Links
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- [GitHub Profile](https://github.com/rhettinger)

‎pages/Person___Trey Hunner.md‎

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tags:: [[Coder]], [[Teacher]], [[Course/Author]]
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- [Trey Hunner](https://treyhunner.com/)
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- [[Person/Trey Hunner/About]]
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- My name is Trey Hunner and I help Python developers level-up their skills through [Python Morsels](https://www.pythonmorsels.com/), my weekly Python exercise service.
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- I also hold Python trainings for teams through my one-person corporate training company, [Truthful Technology LLC](https://truthful.technology/). These trainings are always hands-on (like my [tutorials](/talks#tutorials), not my [talks](/talks#talks)).
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- ## Writing
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- [[Person/Trey Hunner/Blog/24/03/Every dunder method in Python]]
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-

‎pages/Person___Trey Hunner___Blog___24___03___Every dunder method in Python.md‎

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tags:: [[Py/Operator/Dunder]], [[Py/Dunder Method]]
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- # [Every dunder method in Python - Python Morsels](https://www.pythonmorsels.com/every-dunder-method/)
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- ## [[My Notes]]
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- found via [[Reddit/Python]] here - [Every dunder method in Python : r/Python](https://www.reddit.com/r/Python/comments/1bioxer/every_dunder_method_in_python/)

‎pages/Person___Zachary Zezhou Huang___GitHub___Tutorial-Codebase-Knowledge.md‎

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tags:: [[Tutorial]]
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- # [The-Pocket/Tutorial-Codebase-Knowledge: Turns Codebase into Easy Tutorial with AI](https://github.com/The-Pocket/Tutorial-Codebase-Knowledge?tab=readme-ov-file)
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- ## [[My Notes]]
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id:: 68064514-3a60-443c-a1e3-29b72accb7b7
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- [[2025-04-21 Mon]]
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- uses [[PocketFlowAI]] and builds a tutorial from any codebase
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- For example, [Graph & StateGraph | Codebase2Tutorial](https://the-pocket.github.io/Tutorial-Codebase-Knowledge/LangGraph/01_graph___stategraph.html) is a #Tutorial for [[langgraph]] generated by this application
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- ## Resources
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- [Design Doc](https://github.com/The-Pocket/Tutorial-Codebase-Knowledge/blob/main/docs/design.md)
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- has very clear #Prompts - don't quite
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- [Flow Code](https://github.com/The-Pocket/Tutorial-Codebase-Knowledge/blob/main/flow.py)
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- very little code! also, some interesting use of [[Py/Operator/Dunder/Right-shift]]
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- ```python
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from pocketflow import Flow
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# Import all node classes from nodes.py
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from nodes import (
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FetchRepo,
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IdentifyAbstractions,
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AnalyzeRelationships,
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OrderChapters,
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WriteChapters,
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CombineTutorial
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)
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def create_tutorial_flow():
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"""Creates and returns the codebase tutorial generation flow."""
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# Instantiate nodes
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fetch_repo = FetchRepo()
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identify_abstractions = IdentifyAbstractions(max_retries=3, wait=10)
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analyze_relationships = AnalyzeRelationships(max_retries=3, wait=10)
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order_chapters = OrderChapters(max_retries=3, wait=10)
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write_chapters = WriteChapters(max_retries=3, wait=10) # This is a BatchNode
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combine_tutorial = CombineTutorial()
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# Connect nodes in sequence based on the design
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fetch_repo >> identify_abstractions
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identify_abstractions >> analyze_relationships
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analyze_relationships >> order_chapters
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order_chapters >> write_chapters
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write_chapters >> combine_tutorial
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# Create the flow starting with FetchRepo
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tutorial_flow = Flow(start=fetch_repo)
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return tutorial_flow
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```
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- Check out the [YouTube Development Tutorial](https://youtu.be/AFY67zOpbSo) for more! #YouTube
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- Check out the [Substack Post Tutorial](https://zacharyhuang.substack.com/p/ai-codebase-knowledge-builder-full) for more! #Substack

‎pages/PocketFlowAI.md‎

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alias:: [[Person/Zachary Zezhou Huang/GitHub/PocketFlow]]
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- # [The-Pocket/PocketFlow: Pocket Flow: 100-line LLM framework. Let Agents build Agents!](https://github.com/The-Pocket/PocketFlow)
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- [[My Notes]]
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id:: 68064371-a3d7-492c-b1c4-542007867593
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- Intriguing design. Very small but powerful.

‎pages/Programming___Programmer.md‎

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alias:: [[Coder]], [[Coders]]
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alias:: [[Coder]], [[Coders]], [[Developer]], [[Developers]]
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- See [[Programming/Programmer/AI]] for agentic AI coder

‎pages/Py___Dunder Method.md‎

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# [3.3. Special method names — Data model — Python 3.13.3 documentation](https://docs.python.org/3/reference/datamodel.html#special-method-names)
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- ## [[My Notes]]
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- [[2025-04-21 Mon]] - contains a list of every dunder method in python

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