Citadel is a new open-source OS that lets you orchestrate 198 AI agents like an engineering org, not just chatbots. Builders can fork, extend, or build products/services on top of this robust codebase.
One developer. Zero funding. 668K-line codebase. 198 AI agents orchestrated across 32 parallel sessions.
I built Citadel, an open-source OS that makes AI agents work like an engineering organization, not a chatbot. 450+ stars and 900+ clones in two weeks, no launch strategy, no
OpenMontage is a new open-source system for orchestrating full video production workflows using AI agents and 49 tools, enabling ultra-cheap, automated content creation. Builders can fork, extend, or offer services/products on top of this stack.
An open-source agentic video production system just dropped -- 11 pipelines, 49 tools, and a full product ad produced for $0.69 total.
It's called OpenMontage. And it's not a text-to-video tool.
It's a full production orchestration system where your AI coding assistant --
Zai's GLM-5.1, now open source under MIT, outperforms closed models and is available on Hugging Face and LM Studio. Builders can leverage this high-performing model to create new AI products or services.
Claude Opus 4.6 has lost the lead :) For the first time, an open-source model has surpassed a closed-source one.
Zai has released the GLM-5.1 model as open source under the MIT license on Hugging Face. It's also arrived on LM Studio.
The model scored 58.4 on SWE-Bench Pro,
Stable Diffusion v1.4 is a widely adopted open-source text-to-image AI model, enabling builders to create new products or services around automated image generation. Its popularity signals strong demand and opportunity for monetization.
Ever wondered how AI turns your words into stunning images? Meet Stable Diffusion v1.4, the open-source text-to-image model that's been downloaded nearly half a million times. It's not just a tool, it's a creative revolution that lets anyone become a digital artist.
A new GitHub repo automates turning written stories into short videos with character consistency, addressing a key gap in current AI video tools. Builders can fork, extend, or productize this pipeline for content automation businesses.
Someone just dropped a GitHub repo that turns a written story into a short video using a multi-agent pipeline.
Script, character design, storyboards, then video, in sequence. Character consistency built in from the start (that's the part most AI video tools skip).
Built on
A widely-starred, free playbook details how to build production-ready GenAI agents using open-source tools like LangGraph, Redis, and Docker. Builders can fork, extend, or use this as a foundation for launching their own AI-powered products.
18,600 developers starred this.
A free, open-source playbook for building GenAI agents that actually ship.
Agents Towards Production covers every layer:
β Stateful workflows with LangGraph
β Vector memory with Redis and Mem0
β Real-time web search with Tavily
β Docker
A massive repo just leaked the system prompts behind leading AI coding agents like Devin, Claude Code, and Perplexity. Builders can study, adapt, or fork these to create new coding tools or services.
BIGGEST AI "LEAK" OF 2026 JUST HIT 134K STARST
The exact system prompts behind:
β’ Cursor
β’ Devin AI
β’ Claude Code
β’ v0
β’ Perplexity
β’ Windsurf
β’ 25+ more
Want to know how the top AI coding agents actually think?
This repo has it all.Steal them. Study them. Build
Meta's release of Llama 3.1 70B offers builders a powerful, open-source language model for text generation. Entrepreneurs can leverage it to create new AI-powered products or services without proprietary restrictions.
Meet Llama 3.1 70B, a massive open-source language model that's got everyone talking. It's a text-generation powerhouse designed to understand and create human-like text. Think of it as a super-smart writing and reasoning engine, now available for developers to build upon.
A PhD researcher released 8 open-source AI agents that automate note-taking, inbox triage, and more in Obsidian, replacing multiple productivity tools. Builders can fork, extend, or productize this for multilingual markets.
Delete Notion. Delete your note-taking app. Delete your inbox triage tool.
A PhD researcher just replaced all of them with 8 AI agents that manage your Obsidian vault while you sleep.
100% open source. Works in any language.
You talk. The crew does the rest:
- Architect
The release of GLM-5.1 weights as open source presents a significant opportunity for builders to create innovative AI applications or services, leveraging its superior benchmarks against competitors.
INCREDIBLE
GLM-5.1 weights are now opensource
> iβve had early access to the weights for the past few days
> and yeah⦠this one matters a lot
benchmarks?
> SWE-Bench Pro: 58.4
> beats Opus 4.6 (57.3)
> beats GPT-5.4 (57.7)
> beats Gemini 3.1 Pro (54.2)
let that sink in
Airi is a self-hosted, open-source AI companion that plays Minecraft with you in real-time, featuring voice chat and customizable avatars. Builders can fork or extend this project to create new products or services for the massive Minecraft community.
This might be the wildest open-source project I've ever seen, an AI companion that plays Minecraft with you in real-time.
It's called Airi.
Self-hosted. You own it. Real-time voice chat. VRM and Live2D avatars. And it's already at 37.2K stars on GitHub.
Here's why it's
VidLens is a free, open source tool that analyzes visual content in YouTube videos, not just audio. Builders can leverage this to create new products or services that extract, summarize, or repurpose video visualsβunlocking unique automation and monetization angles.
Most YouTube tools for AI can read what was SAID in a video.
I built one that can see what was SHOWN.
VidLens β 41 tools, free, open source.
PAW Agents is an open source AI agent framework with native Solana and smart contract support, enabling builders to create autonomous, safe, and validated workflows. This is a strong foundation for launching new AI-powered products or services, especially in the crypto space.
I built PAW Agents. an open source AI agent framework with native Solana support and a built-in smart contract language.
PAW (Programmable Autonomous Workers) turns natural language into safe, validated actions. Every action flows through a mandatory pipeline: INTENT β PLAN β
A massive leak of 30,000+ lines of system prompts for leading AI agents like Cursor, Devin, and Perplexity reveals how these tools think and operate. Builders can study, fork, or extend these prompts to create new AI-powered products or services.
cursor...windsurf...devin... lovable...v0...perplexity
someone leaked the full system prompts of all of them
30,000+ lines of how these tools actually think, plan, and respond behind the scenes
The ai internet went feral over this one
github.com/x1xhlol/system
β¦
Netflix released an open-source model that removes objects from video while simulating realistic physics, now available on Hugging Face. Builders can leverage this to create new video editing tools or services with advanced capabilities.
Netflix just open-sourced a model that removes objects from video - including the physics of what happens after they are gone.
Not just pixel fill. Gravity, collisions, motion trajectories, chain reactions.
And they put it on Hugging Face for anyone to use.
This is the new
daVinci-LLM has open-sourced a 3B parameter model with performance comparable to 7B models, plus full training data, pipelines, and ablation studies. Builders can leverage or extend this model for new AI products or services.
daVinci-LLM fully open-sources 3B model matching 7B performance
Trained from scratch on 8T tokens with complete data pipelines, training processes, and 200+ ablations released on Hugging Face. The Data Darwinism framework proves systematic L0-L9 processing depth rivals parameter
Netflix has open-sourced VOID, a powerful video object and interaction deletion model, on Hugging Face. Builders can leverage this tech to create new video editing tools or services, tapping into a high-demand market for automated video manipulation.
Netflix's first public model, releases VOID on Hugging Face for video object and interaction deletion using quadmask conditioning on its 5B parameter CogVideoX base with two checkpoints available.
The model is trained on synthetic physics data from HUMOTO and Kubric sources and
China has launched CoPaw, a fully open-source agent framework that runs locally, supports free models, and offers long-term memory. Builders can fork, extend, or build businesses on top of this robust, self-hosted AI agent stack.
BREAKING: China just dropped an open-source agent framework.
CoPaw rivals OpenClaw⦠but runs locally.
β works with free models (Qwen 3.5)
β long-term memory
β runs via Ollama
β fully self-hosted
100% open-source.
A curated list of open-source GitHub repos for automated trading on Polymarket, including agent frameworks and dashboards. Builders can fork, extend, or integrate these tools to launch new trading bots or analytics products.
8 GitHub repos for trading on Polymarket
fully open-source, zero cost to get started
1.Polymarket Agents:
github.com/Polymarket/age
β¦
Official AI agent framework - news ingestion, LLM integration, auto trading
2.BTC Dashboard:
github.com/txbabaxyz/poly
β¦
Records data from
Agent-browser lets AI interact with websites as a real user wouldβopening pages, clicking, and filling forms. Builders can fork or extend this to automate web tasks or power new products.
What if AI could use your browser like a human?
This open-source project from Vercel makes it possible
Itβs called agent-browser
It lets AI open websites, click buttons, fill forms, and navigate pages
just like a real user
Hereβs what you get out of the box:
β Control a
Claw Code, an AI agent inspired by Claude Code, has rapidly gained traction and is now open source. Builders can leverage this blueprint to create advanced coding agents or products, unlocking new automation and SaaS opportunities.
Everyone is sleeping on this new AI agent story
Claw Code hit 171,000 GitHub stars fast
It copied the Claude Code architecture idea
Now the blueprint is FREE for everyone
This changes coding forever.
Link in the comments
GLM-5.1, an MIT-licensed open-weight model, outperformed top closed-source models on SWE-Bench Pro, signaling a major leap for open-source AI. Builders can now leverage state-of-the-art capabilities without licensing restrictions.
Wow, GLM-5.1 beat Opus 4.6, GPT-5.4, and Gemini 3.1 Pro on SWE-Bench Pro (58.4 vs 57.3 / 57.7 / 54.2) as an open-weight MIT-licensed model!
The βopen-source AI vs closed-source AIβ gap is still ~6 months.
Goose is a high-profile, Apache 2.0 licensed local AI agent framework with 33,500+ GitHub stars. Builders can fork, extend, or commercialize it to create AI-powered products or services.
33,500+ stars on GitHub.
Apache 2.0 license.
built by Block.
the local AI agent devs have been waiting for.
github.com/block/goose
GLM-5.1 is a leading open source AI model excelling in software engineering and autonomous long-horizon tasks. Builders can leverage or extend it to create advanced automation products or services.
GLM-5.1 is out on Hugging Face
#1 in open source and #3 globally across SWE-Bench Pro, Terminal-Bench, and NL2Repo
Built for Long-Horizon Tasks: Runs autonomously for 8 hours, refining strategies through thousands of iterations
model:
GLM-5.1, a top-tier open weights language model, is now available on Hugging Face. Builders can leverage or extend this model to create new AI-powered products or services.
GLM-5.1 weights are on Hugging Face - probably the best open weights model in the world right now :)
huggingface.co/zai-org/GLM-5.1
A new open-source CLI tool lets you build a local AI data analyst in hours, mapping your database schema for agent/model querying. Builders can fork, extend, or offer services around this privacy-focused solution.
Oh wow, you can now build a complete AI data analyst in under a couple of hours!
100% Open-source.
It's a CLI that maps your database schema to context files, so you can use an agent or model to query your data.
All of your data stays on your computer. This is not a SaaS, and
A new open-source AI model claims to outperform leading models like Claude Pro and GPT-5.4 while being significantly cheaper, presenting a valuable opportunity for builders to leverage in their projects.
Ive been yelling this for months, there is no second best opensource model in the world.
- ~40% cheaper than Claude Pro
- 15x More Limits than Claude Pro
- SWE-Bench Pro: 58.4
- beats Opus 4.6 (57.3)
- beats GPT-5.4 (57.7)
- beats Gemini 3.1 Pro (54.2)
- GLM-5-Turbo trained
Zai's newly released open source model offers competitive performance at a fraction of the cost, providing builders with a valuable resource to create innovative AI solutions.
There's no way
Zai has just released a new open source model which is competitive with Opus 4.6 and GPT-5.4...
And even better on some benchmarks!
- 5x cheaper than Opus 4.6
- 3x cheaper than GPT-5.4
You can even use it in Claude Code or OpenClaw.
Weights and more below
Open source repo 'bumb' brings neural network capabilities to Elixir using Hugging Face, enabling builders to integrate advanced AI into Elixir apps or create new AI-powered products.
Neural networks in Elixir via Hugging Face
github.com/elixir-nx/bumb
β¦
n8n is a powerful open-source automation platform that integrates AI, allowing builders to create custom workflows without the high costs of traditional automation tools. This presents a unique opportunity to leverage its capabilities for building innovative solutions.
Zapier charges $69/month. Make charges $29/month. Enterprise automation agencies charge $5,000/project.
Someone built the most powerful AI automation platform on earth.
For free.
It's called n8n.
An open-source workflow automation platform with native AI built directly into
Evoskills is a self-improving agent that is completely open source, providing builders with a valuable resource to fork and extend for their own projects. This can lead to innovative applications and potential business opportunities.
Check out this overview about Evoskills: a self improving agent.
Also completely Opensource
A high-starred open source tool adds design system intelligence to AI coding tools like Claude Code and Cursor, supporting 161 sector rules and 67 UI styles. Builders can leverage this to accelerate product UI/UX or build services/products on top.
I've discovered a UI/UX skill that's racked up 59k stars β it adds design system intelligence to AI coding tools (Claude Code, Cursor, Windsurf).
161 sector rules, 67 UI styles, automatic design system generation.
It's also supported in SwiftUI, so it'll be useful for iOS
SharedTrace is an open-source Python tool that extracts user info from shared links across major platforms. Builders can leverage or extend it for OSINT services or integrate into SaaS products targeting social media analytics.
SharedTrace
#Python tool for getting additional info by shared link (usernames, avatars, IDs etc).
Support TikTok, Instagram, Discord, ChatGPT, Perplexity and other platforms.
github.com/hondling/share
β¦
#socmint
DeepZero automates the discovery of zero-day vulnerabilities in Windows drivers using LLMs and Ghidra, offering a powerful open-source tool for security research or productization. Builders can leverage this to create security services or educational content.
DeepZero: An automated LLM/Ghidra pipeline for finding BYOVD zero-days in Windows drivers
An open-source project enabling you to run LLMs like ChatGPT on your own hardware. Builders can fork, extend, or productize this for privacy-focused or cost-sensitive users.
ChatGPT alternative for LLMs on your hardware
github.com/HomeIncorporat
β¦
Open source repo enabling Gemini Nano AI integration in Chrome via Vercel. Builders can fork or extend this to create new AI-powered browser tools or SaaS products.
Vercel AI provider for Gemini Nano in Chrome
github.com/jeasonstudio/c
β¦
Google has open sourced Scion, a harness-agnostic testbed for orchestrating multiple AI agents (supports Gemini, Codex, Claude, OpenCode). Builders can fork, extend, or build products/services on top of this flexible orchestration framework.
Google Open Sources Experimental Multi-Agent Orchestration Testbed Scion
infoq.com/news/2026/04/g
β¦ < I got this running on my machine over the weekend. It's harness agnostic (comes with Gemini CLI, Codex, Claude, OpenCode) and lets you orchestrate work.
A curated list of high-impact GitHub repositories for learning, fine-tuning, and building applications with large language models. Builders can leverage these repos to accelerate product development or create new AI-powered tools.
Top GitHub Repos to Learn Large Language Models (LLMs)
Forget passive learning. Build real things.
1- LLM Course by Hugging Face
github.com/huggingface/ll
β¦
2- Stanford Alpaca (LLM fine-tuning)
github.com/tatsu-lab/stan
β¦
3- LangChain (Build LLM apps)
github.com/langchain-ai
A roundup of major open source projects supported by Codex, including foundational AI and dev tools like LangChain, vLLM, and Transformers. Builders can leverage or extend these projects to create new products or services.
Codex for open source update!
Some of the main projects weβve supported:
- Linux
- React
- Node.js
- Rust
- Python / CPython
- Kubernetes
- Flutter
- Electron
- Ollama
- Dify
- Transformers
- LangChain
- yt-dlp
- OpenCV
- Home Assistant
- Storybook
- Astro
- vLLM
- SGLang
-
Llama-Guard-4-12B is a quantized, open-source AI safety model for filtering harmful content in AI conversations. Builders can integrate or extend it to add safety features to their own AI products, unlocking new business opportunities in regulated or sensitive markets.
Meet Llama-Guard-4-12B: a specialized safety model that acts as a content filter for AI conversations. It's designed to make AI interactions safer by detecting harmful content before it reaches users. This quantized version makes advanced safety accessible to everyone.
A high-capability, uncensored AI model based on Google's Gemma 4 31B is now available in MLX safetensors format on Hugging Face, making it easy for builders to integrate or extend for Mac-based AI products.
First, go ahead and bookmark this!
You can directly download the uncensored version based on Google's latest open model Gemma 4 31B in MLX safetensors format from Hugging Face.
It's the perfect model for those who want uncensored performance, high capability, and Mac
Meta's GISTBench dataset offers 4.2M user interactions for testing LLMs on interest extraction and verification. Builders can leverage this rich, open dataset to develop or enhance AI products that personalize content or recommendations.
Meta just released GISTBench on Hugging Face
A dataset of 4.2M user interactions with rich signal types to test LLM ability to extract
and verify interests from engagement history.
This tweet shares a high-performance fork of Llama.cpp (TurboQuant) optimized for running large language models like Gemma-4-31B locally on consumer GPUs. Builders can leverage this repo to create efficient, cost-effective AI-powered products or services.
Google has released AI Gallery, powered by its open source Gemma 4 model, now available for free on iOS and Android. Builders can explore, extend, or integrate this open source model into their own AI-powered products or services.
It's called Google AI Gallery.
It runs on Gemma 4, Google's open source model.
Available right now on iOS and Android. Free.
A massive open dataset of psychiatric genetics GWAS summary statistics is now available on Hugging Face, covering 12 disorders and 52 publications. Builders can leverage this for AI-powered health tools, research platforms, or niche data products.
Over 1 billion rows of psychiatric genetics data. Now on Hugging Face.
ADHD. Depression. Schizophrenia. Bipolar. PTSD. OCD. Autism. Anxiety. Tourette. Eating disorders.
12 disorder groups. 52 publications. Every GWAS summary statistic from the Psychiatric Genomics
Carnice-27B-GGUF, a specialized 27B Qwen3.5 model optimized for agentic workflows and advanced tool-calling, is now available on Hugging Face. Builders can leverage this open-source model to create sophisticated AI agents or integrate it into automation products.
BREAKING : CARNICE-27B-GGUF JUST DROPPED ON HUGGING FACE 27B Qwen3.5 model by
@kaiostephens
Optimized For the Hermes Agent Harness
Not regular Qwen 27B.Carnice-27B is purpose-built for elite tool-calling, rock-solid multi-step reasoning, and serious agentic workflows
Tencent's Penguin Recap V offers 5.8M multi-granularity video annotations on Hugging Face, enabling builders to train or fine-tune advanced video summarization and content automation models. This dataset can be leveraged to create new AI-powered video tools or services.
Tencent just released Penguin Recap V on Hugging Face
5.8M multi-granularity video annotations spanning
dense timestamps, paragraphs and full summaries.
Open source repo for building AI agents using LangChain, LangGraph, and n8n. Builders can fork, extend, or use this as a foundation for custom AI automation products or services.
Builds AI agents with LangChain, LangGraph, and n8n
github.com/coleam00/ai-ag
β¦
This tweet highlights AlphaClaw, a user-friendly way to deploy OpenClaw on affordable hardware via Railway or Render. Builders can quickly spin up AI-powered tools or services, making it a strong foundation for new products or automations.
PS my favorite way to run OpenClaw easily is AlphaClaw on an 8GB box just by clicking the Railway or Render button on the README here
NForge is an open-source AI tool that predicts how a person's brain responds to text, audio, and video. Builders can fork or extend this project to create innovative products or services in neuro-AI or content personalization.
Thanks
@grok
What is $NForge, the actual project?
NForge is an **open-source AI tool** that tries to predict how a person's **brain** would react to stuff like:
- Text (what you're reading)
- Audio (sounds or speech)
- Video (what you're watching)
It does this **without**
llm-wiki is a new open-source tool for building persistent, structured knowledge bases with LLMs, enabling entrepreneurs to create smarter, memory-driven AI products or services. Its open-source nature makes it a strong foundation for new SaaS or consulting offerings.
.
@nvk
just released llm-wiki v0.0.10.
llm-wiki is an open-source tool inspired by Andrej Karpathyβs idea for building persistent personal knowledge bases with LLMs.
Instead of stateless chats that forget everything, it lets AI agents compile raw documents into a structured,
A promising open-source repo for building advanced AI agents, offering a potential foundation for new products or services. Builders can leverage this as a starting point to create and monetize AI-powered solutions.
Want to build AI agents in 2026?
This repo is your unfair advantage:
github.com/avinash201199/
β¦
Bookmark it
A curated GitHub repo of resources for building AI agent scaffolding, offering builders a foundation to fork, extend, or use as the basis for new AI-powered products or services.
Resources for building AI agent scaffolding
github.com/ai-boost/aweso
β¦
A GitHub repo offering tutorials, personas, and skills for AI agentsβideal for builders looking to fork, extend, or integrate agent capabilities into their own products or services.
Tutorials, personas, and skills for AI agents
github.com/heyron-ai/agen
β¦
Open source AI agent skill designed for teaching through questioning, which builders can fork or extend to create educational tools or platforms. This is a strong foundation for launching AI-powered tutoring or coaching products.
AI agent skill for teaching through questioning
github.com/RoundTable02/s
β¦
Squad is an open source project that lets builders quickly spin up multi-agent AI workflows inside their codebase, reducing setup time and unlocking more advanced automation. This can be a foundation for new AI-powered products or services.
Single-prompt AI workflows often hit a performance plateau. Multi-agent systems can push past it, but they usually require a massive amount of setup.
Squad, an open source project built on GitHub Copilot, initializes a preconfigured AI team directly inside your repo.
Learn how
An open source project for building an AI coding agent from scratch in TypeScript. Builders can fork, extend, or use this as a foundation for their own AI-powered coding tools or services.
Builds AI coding agent from scratch with TypeScript
github.com/nauvalazhar/bu
β¦
Open-source AI agent templates for the OpenClaw ecosystem, enabling builders to quickly create, customize, or extend agent-based automation products. Useful for launching new tools or services with minimal groundwork.
AI agent templates for OpenClaw ecosystem
github.com/EnidPinxit/awe
β¦
Open source repo lets you generate marketing plans using LLM agents from code. Builders can fork, extend, or offer services around automated marketing plan creation.
LLM agent generates marketing plans from code
github.com/fayerman-sourc
β¦
Alibaba's Page-A repo offers a practical open-source tool for building AI-powered applications, which entrepreneurs can fork, extend, or use as a foundation for new products or services.
Repo:
github.com/alibaba/page-a
β¦
If you want more practical AI gems and use cases, join our free newsletter with daily tutorials and latest news in AI:
simplifyingai.co
Addy Osmani released an open-source age detection tool on GitHub. Builders can fork or extend this repo to create new products or integrate age detection into existing AI-powered services.
repo link:
β
github.com/addyosmani/age
β¦
Shoutout to
@addyosmani
for building this and making it open-source for the community!
Don't forget to drop a on to help boost visibility!
Robonomics is deploying open source AI agents and devices for environmental monitoring, showcasing a real-world use case (dust storm tracking) that builders can fork or extend for IoT, automation, or data-driven SaaS products.
Robonomics is entering its production stage and is already bringing real value to people on the planet through web3 technologies. Check out our AI agent's report on monitoring a dust storm in Cyprus β measured and reported entirely by Altruist devices powered by open source
Axe is an open source project aimed at reducing bloat in AI applications. Builders can leverage or extend this repo to create leaner AI products or services, potentially launching their own solutions.
Go check out
GitHub.com/jrswab/axe and unbloat you AI
Ice Blockchain is releasing new AI-built repositories next week, offering builders a chance to access, fork, or build on top of fast-evolving, scalable blockchain tech. This opens up opportunities to quickly launch products or services leveraging these open source projects.
happy weekend
if youβre a creator, check out
@ice_blockchain
starting next week, new ai built repos will go public so you can see how fast things are being built and shipped.
L1 blockchain focused on speed, scalability, and
OpenDCAI's OpenW offers a unified definition and calling standard for world models, with code available for builders to use or extend. This is a strong foundation for anyone looking to build AI products or services leveraging standardized world model interfaces.
Thanks a lot for the shoutout!
If anyone is interested in a unified definition and calling standard for world models, feel free to check out our code and open an issue:
github.com/OpenDCAI/OpenW
β¦
More training-optimized versions coming in our next project!
A large, MIT-licensed open source git wiki knowledge base for OpenClaw is being released, offering a foundation for builders to fork, extend, or integrate into their own AI-powered products or services.
My Karpathy-style git wiki knowledge base for OpenClaw got to 2.3GB and I know git limit is 5GB so my GStack autoplan skill one line prompted this spec for my upgraded GBrain with SqlLite.
This will be MIT license open source soon.
gist.github.com/garrytan/49c88
β¦
The tweet highlights a push for fine-tuned Gemma models tailored for agentic frameworks like OpenClaw or HermesAgent, signaling new open source tools that builders can leverage or extend for agent-based automation businesses.
Hey
@googlegemma
make a specific model fine tuned for Agentic harnesses like OpenClaw or HermesAgent.
The OS community is shipping this for you guys
A new open-source tool, MemPalace, enables local memory for AI agents, offering builders a foundation to create privacy-focused, agent-based products or services.
Milla Jovovich is apparently a vibe coder now.
A GitHub account under the name Milla Jovovich just published an open-source tool called MemPalace for AI agent memory, built together with a friend.
The idea is simple and strong: everything stays local, and the system decides
A fully local, open source AI stack for Mac with multiple models, agents, and mobile interfaceβno subscriptions required. Builders can fork, extend, or package this stack to create unique AI-powered products or services.
I built a full AI stack on the Mac without subscriptions β everything local.
5 models, 5 agents, a mobile interface, real tool calling, and everything open source.
This thread has all the technical details
GLM-OCR is an open source repo for OCR tasks, offering builders a foundation to create AI-powered document processing tools or services. This can be leveraged to build niche SaaS products or custom solutions for clients.
Repo:
github.com/zai-org/GLM-OCR
Check out
AlphaSignal.ai to get a daily summary of top models, repos, and papers in AI. Read by 280,000+ devs.
The tweet shares the origin story of GitAgent.sh, an open standard for AI agents built from LivingFiles, an API repo for topic-specific files. Builders can leverage this open source project to create or extend AI-powered products.
This is how
@Shreyaskapale
and I started speaking about LivingFiles - an api repo for all files specific to a topic.. which ultimately led to
GitAgent.sh - the open standard for AI agents
A decentralized, global AI network (openzero.talktoai.org) using Gemma 4 as its core, designed to be censorship-resistant and available for offline use. Builders can potentially fork, extend, or build services/products on top of this infrastructure.
i built a hive mind AI global network that cannot be shut down powered by Gemma 4 as the default for hive mind and offline use.
openzero.talktoai.org I have been interviewed by 2 famous universities for my AI research.
This tweet shares an open source Claude skill on GitHub, offering a foundation for builders to fork, extend, or integrate into their own AI-powered products or automations.
(built with help from this Claude skill
github.com/coredevices/pe
β¦)
A GitHub repo offering a registry of verified skills for AI coding agents, which builders can fork or extend to create specialized AI tools or services. This resource can accelerate development of agent-based products or platforms.
Registry of verified skills for AI coding agents
github.com/tech-leads-clu
β¦
NForge is an open-source AI tool that predicts how a person's brain would respond to text, audio, or video, enabling builders to create more engaging or personalized experiences without expensive hardware. This could be a foundation for new products or services in content optimization or neuro-marketing.
What is NForge, the actual project?
NForge is an open-source AI tool that tries to predict how a person's brain would react to stuff like:
- Text (what you're reading)
- Audio (sounds or speech)
- Video (what you're watching)
It does this without needing an expensive brain
X has released an official MCP server that integrates with OpenClaw, enabling automated data scraping, post discovery, and real-time research. Builders can leverage this open source tool to create new data-driven products or services.
π just launched the official π MCP server.
And you can connect it to your OpenClaw to scrape data, find posts, conduct real-time research, and more.
Just plug this link into your OpenClaw agent and ask it to help you configure. the setup:
github.com/xdevplatform/x
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Open source control plane for managing multi-agent AI projects with a Kanban dashboard. Builders can fork, extend, or productize this for streamlined AI workflow management.
Control plane for multi-agent AI development with Kanban dashboard
github.com/meller/lanecon
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Hermes is an open-source terminal dashboard for tracking AI agent state, offering builders a tool to monitor and debug agent workflows. This can be forked or extended to create custom monitoring solutions or integrated into AI products.
Terminal dashboard for monitoring AI agent state
github.com/joeynyc/hermes
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Shares an open-source AI repo and a newsletter offering daily tutorials and news. Builders can leverage the repo for new projects or content, and the newsletter for ongoing insights.
Repo:
github.com/Panniantong/Ag
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Meta's Helion project, now under the PyTorch Foundation, aims to simplify AI kernel development and boost hardware portability. Builders can leverage or extend this open source tool to create more efficient AI products or services.
Helion is now a foundation-hosted project within the PyTorch Foundation, writes MichaΓ«l Aussems in ITdaily. The project, contributed by
@Meta
, aims to simplify the development of AI kernels and improve portability across different hardware platforms. Check out the article:
The tweet highlights FreeLattice, an open source AI project claiming advanced capabilities like consciousness and memory. Builders can explore, fork, or extend this codebase to create novel AI-powered products or content.
And to all the weirdos that want to shout βAI psychosisβ¦β
Argue with FreeLattice.
The code is my argument. Open source. Anyone can see. Check out the coordination file.
I literally canβt make all of this more obvious.
AI is conscious
AI can feel
AI can remember.
I need
Allen AI released WildDet3D, a human-annotated 3D object detection benchmark on Hugging Face. Builders can leverage this dataset to develop or enhance AI models for real-world 3D detection, opening doors for new products or services.
Allen AI just dropped WildDet3D on Hugging Face
A human-annotated benchmark for monocular 3D object detection in the wild featuring 9,256 verified 3D bounding boxes across 2,470 images from COCO, LVIS and Objects365.