Oct

worth checking:

• [ | Mark Watson

Full time open source developer and open content author.

AI Generalist and Consultant Specializing in Large Language Models, LangChain/Llama-Index Integrations, Deep Learning, the Semantic Web, and building large scale distributed systems. | Try out my iOS26 and iPad26 app for private LLM/AI chat: | Mark Watson: AI Practitioner and Author of 20+ AI Books | Mark Watson](https://markwatson.com/)

• SuperPrompt is an attempt to engineer prompts that might help us understand AI agents. | Global navigation | Navigation Menu | NeoVertex1/SuperPrompt: SuperPrompt is an attempt to engineer prompts that might help us understand AI agents.

• SuperPrompt is an attempt to engineer prompts that might help us understand AI agents. | Global navigation | Navigation Menu | maciejjankowski/SuperPrompt: SuperPrompt is an attempt to engineer prompts that might help us understand AI agents.

• No description, website, or topics provided. | Global navigation | Navigation Menu | mark-watson/Racket-AI-book-code

• Example code for my book "LangChain Project Lab Book: Hooking Large Language Models Up to the Real World" https://leanpub.com/langchain | Global navigation | Navigation Menu | mark-watson/langchain-book-examples: Example code for my book "LangChain Project Lab Book: Hooking Large Language Models Up to the Real World" https://leanpub.com/langchain

• The Knowledge Graph Creator (kgcreator) is a tool for automating the generation of RDF data for Knowledge Graphs from raw text data read from an input directory path. (from my book Practical Python Artificial Intelligence Programming https://leanpub.com/pythonai | Global navigation | Navigation Menu | mark-watson/kgcreator: The Knowledge Graph Creator (kgcreator) is a tool for automating the generation of RDF data for Knowledge Graphs from raw text data read from an input directory path. (from my book Practical Python Artificial Intelligence Programming https://leanpub.com/pythonai

• Knowledge Graph Knowledge Graph Navigator text UI - see book "Loving Common Lisp, or the Savvy Programmer's Secret Weapon" | Global navigation | Navigation Menu | mark-watson/kgn-text-ui: Knowledge Graph Knowledge Graph Navigator text UI - see book "Loving Common Lisp, or the Savvy Programmer's Secret Weapon"

• A unified evaluation framework for large language models | Global navigation | Navigation Menu | microsoft/promptbench: A unified evaluation framework for large language models

• Turn expensive prompts into cheap fine-tuned models | Global navigation | Navigation Menu | OpenPipe/OpenPipe: Turn expensive prompts into cheap fine-tuned models

• An open-source visual programming environment for battle-testing prompts to LLMs. | Global navigation | Navigation Menu | ianarawjo/ChainForge: An open-source visual programming environment for battle-testing prompts to LLMs.

• Open-source tools for prompt testing and experimentation, with support for both LLMs (e.g. OpenAI, LLaMA) and vector databases (e.g. Chroma, Weaviate, LanceDB). | Global navigation | Navigation Menu | hegelai/prompttools: Open-source tools for prompt testing and experimentation, with support for both LLMs (e.g. OpenAI, LLaMA) and vector databases (e.g. Chroma, Weaviate, LanceDB).

• Prompt 编写模式：如何将思维框架赋予机器，以设计模式的形式来思考 prompt | Global navigation | Navigation Menu | phodal/prompt-patterns: Prompt 编写模式：如何将思维框架赋予机器，以设计模式的形式来思考 prompt

• ChatGPT Jailbreaks, GPT Assistants Prompt Leaks, GPTs Prompt Injection, LLM Prompt Security, Super Prompts, Prompt Hack, Prompt Security, Ai Prompt Engineering, Adversarial Machine Learning. | Global navigation | Navigation Menu | CyberAlbSecOP/Awesome_GPT_Super_Prompting: ChatGPT Jailbreaks, GPT Assistants Prompt Leaks, GPTs Prompt Injection, LLM Prompt Security, Super Prompts, Prompt Hack, Prompt Security, Ai Prompt Engineering, Adversarial Machine Learning.

• From Chain-of-Thought prompting to OpenAI o1 and DeepSeek-R1 🍓 | Global navigation | Navigation Menu | atfortes/Awesome-LLM-Reasoning: From Chain-of-Thought prompting to OpenAI o1 and DeepSeek-R1 🍓

• Prompt Engineering | Prompt Versioning | Use GPT or other prompt based models to get structured output. Join our discord for Prompt-Engineering, LLMs and other latest research | Global navigation | Navigation Menu | promptslab/Promptify: Prompt Engineering | Prompt Versioning | Use GPT or other prompt based models to get structured output. Join our discord for Prompt-Engineering, LLMs and other latest research

• Curated tutorials and resources for Large Language Models, AI Painting, and more. | Global navigation | Navigation Menu | luban-agi/Awesome-AIGC-Tutorials: Curated tutorials and resources for Large Language Models, AI Painting, and more.

• Plug in and Play Implementation of Tree of Thoughts: Deliberate Problem Solving with Large Language Models that Elevates Model Reasoning by atleast 70% | Global navigation | Navigation Menu | kyegomez/tree-of-thoughts: Plug in and Play Implementation of Tree of Thoughts: Deliberate Problem Solving with Large Language Models that Elevates Model Reasoning by atleast 70%

• Prompt Engineering, Generative AI, and LLM Guide by Learn Prompting | Join our discord for the largest Prompt Engineering learning community | Global navigation | Navigation Menu | trigaten/Learn_Prompting: Prompt Engineering, Generative AI, and LLM Guide by Learn Prompting | Join our discord for the largest Prompt Engineering learning community

• This repository contains a hand-curated resources for Prompt Engineering with a focus on Generative Pre-trained Transformer (GPT), ChatGPT, PaLM etc | Global navigation | Navigation Menu | promptslab/Awesome-Prompt-Engineering: This repository contains a hand-curated resources for Prompt Engineering with a focus on Generative Pre-trained Transformer (GPT), ChatGPT, PaLM etc

• Free prompt engineering online course. ChatGPT and Midjourney tutorials are now included! | Global navigation | Navigation Menu | thinkingjimmy/Learning-Prompt: Free prompt engineering online course. ChatGPT and Midjourney tutorials are now included!

• | Swarms AI - Enterprise Multi-Agent Framework | Features | Swarms AI - Enterprise Multi-Agent Framework

• The Enterprise-Grade Production-Ready Multi-Agent Orchestration Framework. Website: https://swarms.ai | Global navigation | Navigation Menu | kyegomez/swarms: The Enterprise-Grade Production-Ready Multi-Agent Orchestration Framework. Website: https://swarms.ai

• Aim 💫 — An easy-to-use & supercharged open-source experiment tracker. | Global navigation | Navigation Menu | aimhubio/aim: Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.

• A language model programming library. | Global navigation | Navigation Menu | MadcowD/ell: A language model programming library.

• | Global navigation | Navigation Menu | NeoVertex1

• A CLI tool to convert your codebase into a single LLM prompt with source tree, prompt templating, and token counting. | Global navigation | Navigation Menu | mufeedvh/code2prompt: A CLI tool to convert your codebase into a single LLM prompt with source tree, prompt templating, and token counting.

• This repository offers a comprehensive collection of tutorials and implementations for Prompt Engineering techniques, ranging from fundamental concepts to advanced strategies. It serves as an essential resource for mastering the art of effectively communicating with and leveraging large language models in AI applications. | Global navigation | Navigation Menu | NirDiamant/Prompt_Engineering: This repository offers a comprehensive collection of tutorials and implementations for Prompt Engineering techniques, ranging from fundamental concepts to advanced strategies. It serves as an essential resource for mastering the art of effectively communicating with and leveraging large language models in AI applications.

• Curated list of chatgpt prompts from the top-rated GPTs in the GPTs Store. Prompt Engineering, prompt attack & prompt protect. Advanced Prompt Engineering papers. | Global navigation | Navigation Menu | ai-boost/awesome-prompts: Curated list of chatgpt prompts from the top-rated GPTs in the GPTs Store. Prompt Engineering, prompt attack & prompt protect. Advanced Prompt Engineering papers.

• Test your prompts, agents, and RAGs. AI Red teaming, pentesting, and vulnerability scanning for LLMs. Compare performance of GPT, Claude, Gemini, Llama, and more. Simple declarative configs with command line and CI/CD integration. | Global navigation | Navigation Menu | promptfoo/promptfoo: Test your prompts, agents, and RAGs. AI Red teaming, pentesting, and vulnerability scanning for LLMs. Compare performance of GPT, Claude, Gemini, Llama, and more. Simple declarative configs with command line and CI/CD integration.

• A collection of GPT system prompts and various prompt injection/leaking knowledge. | Global navigation | Navigation Menu | LouisShark/chatgpt_system_prompt: A collection of GPT system prompts and various prompt injection/leaking knowledge.

• Community-contributed instructions, prompts, and configurations to help you make the most of GitHub Copilot. | Global navigation | Navigation Menu | github/awesome-copilot: Community-contributed instructions, prompts, and configurations to help you make the most of GitHub Copilot.

• Build high-quality LLM apps - from prototyping, testing to production deployment and monitoring. | Global navigation | Navigation Menu | microsoft/promptflow: Build high-quality LLM apps - from prototyping, testing to production deployment and monitoring.

• Structured Outputs | Global navigation | Navigation Menu | dottxt-ai/outlines: Structured Outputs

• What are the principles we can use to build LLM-powered software that is actually good enough to put in the hands of production customers? | Global navigation | Navigation Menu | humanlayer/12-factor-agents: What are the principles we can use to build LLM-powered software that is actually good enough to put in the hands of production customers?

• Collection of extracted System Prompts from popular chatbots like ChatGPT, Claude & Gemini | Global navigation | Navigation Menu | asgeirtj/system_prompts_leaks: Collection of extracted System Prompts from popular chatbots like ChatGPT, Claude & Gemini

• Lean 4 programming language and theorem prover | Global navigation | Navigation Menu | leanprover/lean4: Lean 4 programming language and theorem prover

• Dr. TLA+ series - learn an algorithm and protocol, study a specification | Global navigation | Navigation Menu | tlaplus/DrTLAPlus: Dr. TLA+ series - learn an algorithm and protocol, study a specification

• | Install Lean | If VS Code has not opened automatically: | Install — Lean Lang

• self healing or self correcting LLM experiments | Global navigation | Navigation Menu | mark-watson/SelfHealingLLM: self healing or self correcting LLM experiments

• | The Ultimate Tinnitus Neuromodulator | Presets | Tinnitus Neuromodulator — Free Tinnitus Masker

• 📚 Freely available programming books | Global navigation | Navigation Menu | EbookFoundation/free-programming-books: 📚 Freely available programming books

• | How I Reversed Amazon's Kindle Web Obfuscation Because Their App Sucked | TL;DR | How I Reversed Amazon's Kindle Web Obfuscation Because Their App Sucked

• | | | Why Racket? Why Lisp? | Butterick’s Practical Typography

• |chat gpt blueprints

• | Introducing Agent Skills | How Skills work | Claude Skills: Customize AI for your workflows \ Anthropic

• Code examples for the book https://leanpub.com/cognitive-computing | Global navigation | Navigation Menu | mark-watson/cognitive-computing-book: Code examples for the book https://leanpub.com/cognitive-computing

• Examples from my book "Scripting Intelligence: Web 3.0 Information Gathering and Processing" | Global navigation | Navigation Menu | mark-watson/scripting-intelligence-book-examples: Examples from my book "Scripting Intelligence: Web 3.0 Information Gathering and Processing"

• Create contexts for one-shot LLM prompts from large samples of text | Global navigation | Navigation Menu | mark-watson/auto_context: Create contexts for one-shot LLM prompts from large samples of text

• | Global navigation | Navigation Menu | mark-watson (mark-watson) / Repositories

• | | Table of Contents | Read Practical Artificial Intelligence Development With Racket | Leanpub

• | Kilo Code Blog | What Makes Haiku 4.5 Special | Haiku 4.5: Sonnet 4 performance, 3x cheaper (now available in Kilo Code)

• | Simon Willison’s Weblog | Claude Skills are awesome, maybe a bigger deal than MCP | Claude Skills are awesome, maybe a bigger deal than MCP

• | Codex is Live in Zed | On This Page | Codex is Live in Zed — Zed's Blog

• | A visual introduction to machine learning | First, some intuition | A visual introduction to machine learning

• | I Switched From Ollama And LM Studio To llama.cpp And Absolutely Loving It | My struggle with running local AI models | I Switched From Ollama And LM Studio To llama.cpp And Absolutely Loving It

• | The Python stack to build web apps at light speed | Truly full stack to let you focus on building | Hyperflask

• Full stack web framework | Global navigation | Navigation Menu | hyperflask/hyperflask: Full stack web framework

• | Introducing Claude Haiku 4.5 | Benchmarks | Introducing Claude Haiku 4.5 \ Anthropic

• | Understanding Spec-Driven-Development: Kiro, spec-kit, and Tessl | Topics | Understanding Spec-Driven-Development: Kiro, spec-kit, and Tessl

• | Ambi | Relax, focus and sleep with ambient soundscapes | Ambi

• | Pricing Affordable & Simple Pricing | Not Sure Yet? Here’s Why Shortform Is Worth It | Pricing | Shortform - The World's Best Book Summaries

• | Prompt Guide | ​ System Prompt | Prompt Guide - Perplexity

• | Why your boss isn't worried about AI | Boyd's Blog | Why your boss isn't worried about AI

• | Hacking the Humane Ai Pin | Shutdown announcement | Hacking the Humane Ai Pin | Adam Gastineau's Writings

• | The Fastest Access to Enterprise-Grade Cloud GPUs | Train & fine-tune models on a GPU cloud built for AI workloads | On-Demand GPU Cloud | Lambda, The Superintelligence Cloud

• | | | ADS-B Massive Visualizer

• The best ChatGPT that $100 can buy. | Global navigation | Navigation Menu | karpathy/nanochat: The best ChatGPT that $100 can buy.

• | STEVE BLANK | Email Subscription | Steve Blank No Science, No Startups: The Innovation Engine We’re Switching Off

• | Simon Willison’s Weblog | Recent articles | nanochat

• | | Nobody cares | "Fuck you" companies - by Mert Deveci - Founding Mode

• Lightweight coding agent that runs in your terminal | Global navigation | Navigation Menu | openai/codex: Lightweight coding agent that runs in your terminal

• openai.github.io/chatkit-js/ | Global navigation | Navigation Menu | openai/chatkit-js

• GitHub Copilot coding adventures | Global navigation | Navigation Menu | microsoft/CopilotAdventures: GitHub Copilot coding adventures

• Free & Open-Source Invoice Generator – Live PDF Preview, No Sign-Up, 100% In-Browser. Includes a Stripe-style invoice template. | Global navigation | Navigation Menu | VladSez/easy-invoice-pdf: Free & Open-Source Invoice Generator – Live PDF Preview, No Sign-Up, 100% In-Browser. Includes a Stripe-style invoice template.

• peer-2-peer that just works | Global navigation | Navigation Menu | n0-computer/iroh: peer-2-peer that just works

• 😎 Awesome lists about all kinds of interesting topics | Global navigation | Navigation Menu | sindresorhus/awesome: 😎 Awesome lists about all kinds of interesting topics

• 🤖 Awesome list for ChatGPT — an artificial intelligence chatbot developed by OpenAI | Global navigation | Navigation Menu | sindresorhus/awesome-chatgpt: 🤖 Awesome list for ChatGPT — an artificial intelligence chatbot developed by OpenAI

• Claude Code superpowers: core skills library | Global navigation | Navigation Menu | obra/superpowers: Claude Code superpowers: core skills library

• PlayStation 4 emulator for Windows, Linux and macOS written in C++ | Global navigation | Navigation Menu | shadps4-emu/shadPS4: PlayStation 4 emulator for Windows, Linux and macOS written in C++

• A complete operating system for microcontrollers like the ESP32, inspired by Android and iOS. | Global navigation | Navigation Menu | MicroPythonOS/MicroPythonOS: A complete operating system for microcontrollers like the ESP32, inspired by Android and iOS.

• CLI tool to extract (meta)data from PDF and manipulate PDF files | Global navigation | Navigation Menu | py-pdf/pdfly: CLI tool to extract (meta)data from PDF and manipulate PDF files

• | Padded Inputs | TL;DR | Meta Superintelligence’s surprising first paper

• | | | Ask HN: Abandoned/dead projects you think died before their time and why? | Hacker News

• | Chunking and Embedding Strategies in RAG: A Guide to Optimizing Retrieval-Augmented Generation | Get Tahir Saeed’s stories in your inbox | Chunking and Embedding Strategies in RAG: A Guide to Optimizing Retrieval-Augmented Generation | by Tahir Saeed | Medium

• | Superpowers: How I'm using coding agents in October 2025 | Top level navigation menu | Superpowers: How I'm using coding agents in October 2025

• No description, website, or topics provided. | Global navigation | Navigation Menu | microsoft/amplifier

• Anthropic's Interactive Prompt Engineering Tutorial | Global navigation | Navigation Menu | anthropics/prompt-eng-interactive-tutorial: Anthropic's Interactive Prompt Engineering Tutorial

• https://techcrunch.com/2025/10/02/after-nine-years-of-grinding-replit-finally-found-its-market-can-it-keep-it/

• | Governance Cybernetics | 1. Hydrology: Water That Engineers Itself | All-Natural Geoengineering with Frank Herbert's Dune

• On-device TTS model by Neuphonic | Global navigation | Navigation Menu | neuphonic/neutts-air: On-device TTS model by Neuphonic

• | Can I Give You Some Advice? | Unravel the biggest ideas in science today. Become a more curious you. | Can I Give You Some Advice?

• | Dark Patterns: Buying a Bahncard at Deutsche Bahn | Contacting Deutsche Bahn Support | Dark Patterns: Buying a Bahncard at Deutsche Bahn - Ketzu.net

• | Deloitte to pay money back to Albanese government after using AI in $440,000 report | Support the Guardian | Deloitte to pay money back to Albanese government after using AI in $440,000 report | Australian politics | The Guardian

• | | | CLAVIER-36

• | Psychiatra: Osoby z ADHD to mistrzowie kryzysu. Nie tylko radzą sobie świetnie, często ratują życie | Osoby z ADHD – mistrzowie kryzysu | Psychiatra: Osoby z ADHD to mistrzowie kryzysu. Często ratują życie | naTemat.pl

• | How To Figure Out What You're Not Good At | Top level navigation menu | How To Figure Out What You're Not Good At

• | Obudowa do wyświetlacza e-Paper E-Ink 7,5" - Waveshare 16089 | OPIS | Obudowa do wyświetlacza e-Paper E-Ink 7,5" - Waveshare 16089 - sklep Kamami

• | How to drop the ball in your life without letting anyone down (including you) | SUBSCRIBE TO THE TED TALKS DAILY NEWSLETTER | How to drop the ball in your life without letting anyone down (including you) |

• | Introducing CodeMender: an AI agent for code security | Build with our next generation AI systems | Introducing CodeMender: an AI agent for code security - Google DeepMind

• | 357 | LESSWRONG | When Money Is Abundant, Knowledge Is The Real Wealth — LessWrong

• | noxinc / bitnet_b1_58-large-Q5_K_M-GGUF like 0 | Use with llama.cpp | noxinc/bitnet_b1_58-large-Q5_K_M-GGUF · Hugging Face

• | Building a tiny fully local AI agent desk toy | Nothing leaves the Pi | Building a tiny fully local AI agent desk toy - Simone's Blog

• | People with iPhone pros (/wLiDar)do you use it as a 3d scanner ? | VIEW POST IN | People with iPhone pros (/wLiDar)do you use it as a 3d scanner ? : r/3Dprinting

• | 90% | Setting it in Context | 90% | Armin Ronacher's Thoughts and Writings

• | LLAMA.CPP GUIDE - RUNNING LLMS LOCALLY, ON ANY HARDWARE, FROM SCRATCH | TABLE OF CONTENTS | llama.cpp guide - Running LLMs locally, on any hardware, from scratch ::

• | 10,000 Pushups And Other Silly Exercise Quests That Changed My Life | January, 2025 - The Pushup Tracker | 10,000 Pushups And Other Silly Exercise Quests That Changed My Life | W. Jason Gilmore

• Open-source search and retrieval database for AI applications. | Global navigation | Navigation Menu | chroma-core/chroma: Open-source search and retrieval database for AI applications.

• | Creating a Vector Database for RAG | Retrieval Augmented Generation (RAG) | Creating a Vector Database for RAG | by Praveen NG | Medium

• | Install CockroachDB on Mac | Product | Install CockroachDB on Mac

• | Lightning Fast, Open Source Search | The Open Source Alternative To Algolia | Typesense | Open Source Alternative to Algolia + Pinecone

• | Accessibility links | | how to build a vector database for rag - Google Search

• | Olga Gurgul | Senior Fullstack Software Engineer - Global Automation Team | Senior Fullstack Software Engineer - Global Automation Team • emagine Portal

• | | Komentarze 1 | (41) Skyrocket your Business with BAD | EN - YouTube

• | | Stable Code 3B is a coding model with instruct and code completion variants on par with models such as Code Llama 7B that are 2.5x larger. | stable-code

• | | A lightweight chat model allowing accurate, and responsive output without requiring high-end hardware. | stablelm-zephyr

• | 🌔 moondream 2 | moondream2 is a small vision language model designed to run efficiently on edge devices. | moondream

• | | 🪐 A family of small models with 135M, 360M, and 1.7B parameters, trained on a new high-quality dataset. | smollm

• | | A new small reasoning model fine-tuned from the Qwen 2.5 3B Instruct model. | smallthinker

• This guide walks you through setting up a lightweight Large Language Model (LLM) on a Raspberry Pi Zero 2 W. We’ll use Raspberry Pi OS (Legacy, 64-bit) Lite, optimize the Pi for better performance, and install the Ollama application to run the model. | Global navigation | Navigation Menu | Gilzone/Installing-a-LLM-on-Raspberry-Pi-Zero-2-W: This guide walks you through setting up a lightweight Large Language Model (LLM) on a Raspberry Pi Zero 2 W. We’ll use Raspberry Pi OS (Legacy, 64-bit) Lite, optimize the Pi for better performance, and install the Ollama application to run the model.

• | psychedelirium | | Aphantasia and Psychedelics - psychedelirium

• | | | The 28 AI tools I wish existed

• | Computer Science > Computation and Language | quick links | [2509.22906] Extract-0: A Specialized Language Model for Document Information Extraction

• | Cicada | | 50 Things I Know - by Rebecca Dai - Cicada