LLM-Notes.md

LLM-Notes & Resources:

Agentic Github Repos:

• Awesome LLM Apps - One of the best list of AI Agentic Github Repos
• Agentic AI Course
• Agentic Design Patterns

Model Context Protocol (MCP):

• MCP book
• MCP Registry
• Playwright MCP server - enables LLMs to interact with web pages

LLM-based Useful Tools:

• Codebase to Easy Tutorial with AI
• Pocket Flow: Codebase to Tutorial - Github Repo
• Roundtable: Using Multiple LLMs for BrainStorming and thinking and attempt to answer your questions
• Post about Roundtable

How LLMs think?

• How LLMs think?

Context Engineering:

• Context Engineering for AI Agents: Part 2 & its linkedin post

LLM Interview Questions:

• Top 50 LLM Interview Questions

LLM Books:

• Hands-On Large Language Models book github repo

General Learning Resources:

• Top 10 ML & LLM Learning from Scratch - list of great github repos
• Microsoft AI Agents for Beginners - A Course

Anthropic Claude Notes:

• Sample Artifacts of Claude
• Anthropic FREE courses for Claude & Anthropic Courses
• Anthropic claude guideline for candidates in hiring process
• Anthropic Prompt Structure
• Claude Skills
• Anthropic Blog Post: Building effective agents
• Effective context engineering for AI agents
• Disrupting the first reported AI-orchestrated cyber espionage campaign

Cursor Notes:

• from GitHub to working MVP with a single prompt in Cursor [Great]
• Cursor Large Codebases

Google Gemini Notes:

• Gemini Batch API
• Google GenAI Processors Library: Build powerful and flexible Gemini applications
• Gemini Embeddings & Gemini Embedding now generally available in the Gemini API
• Gemini 2.5 flash image preview model
• Multi-agent “Deep Research” System with Gemini & Llamaindex
• Autonomus market research agent with gemini [Great]
• Enhancements to Structured Outputs in the Gemini API
• Example of using deeply nested Pydantic Schemas in the new updated Structured Outputs of the Gemini API
• Gemini File Search Tool API (a fully managed RAG system)
• Gemini Deep Research Agent
• Build an simple CLI AI Agent from scratch using Gemini 3 Pro & its linkedin post link
• a System Instructions for Gemini 3 Pro that improved performance
• Gemini 2.5 Flash and Pro Text-to-Speech (TTS) Capabilities
• Free gemini code assist extension in vs code (FREE alternative to Cursor) [Great]

OpenAI Notes (Useful blog posts & etc):

• Building an AI-Native Engineering Team --> How coding agents speed up the software development lifecycle
• How evals drive the next chapter in AI for businesses

Special Courses:

• Stanford CS146S: The Modern Software Developer - Fall 2025

Persian Based Posts about LLMs and their Usage:

• From Coding Assistant to Intelligent Collaborator; Step One: The Documentation Nightmare - Divar Post
• Torob Customer Issues via LLM - link1
• Torob Customer Issues via LLM - link2
• General Divar Virgool Posts

Divar News:

• Divar AI Smart Support

Blogs:

• Philipp Schmid Page

Special Agents:

• Using LLM Agents as a research assistant

Agentic Frameworks:

• Agno: multi-agent framework

AI Agentic Coding Tools & LLM Coding Tools:

• FreeLLMAPI

Other:

• Meta PyTorch Team: The Building Blocks of Agentic AI: From Kernels to Clusters [Interesting]
• State of AI - An Empirical 100 Trillion Token Study with OpenRouter
• AI as a Thought Business Partner - The AI-Driven Leader (podcast)
• New DeepMind Video: The Thinking Game | Full documentary | Tribeca Film Festival official selection