Tag
#ai
57posts
OpenHuman Explained: The 40k-Star Local AI Superintelligence & Obsidian Memory Engine
Explore OpenHuman, the 40k-star open-source local AI superintelligence featuring Karpathy Obsidian memory trees, TokenJuice, and multi-agent graphs.
Voice-Pro Explained: Local AI Dubbing & Voice Cloning Studio
Discover Voice-Pro, the open-source local AI dubbing studio combining Whisper, Demucs, F5-TTS, and CosyVoice with uv for zero-subscription voice cloning.
VoiceStudio Explained: The 33k-Star Local AI Voice & Dubbing Engine
Explore VoiceStudio, the 33k-star open-source ElevenLabs alternative with 646 languages, OmniVoice cloning, voice design, and native MCP agent support.
Tencent BrowserSkill Explained: How AI Uses Your Logged-In Browser
Tencent BrowserSkill lets AI agents use your logged-in Chrome without stealing focus. Explore tab borrowing, captcha handling, and local daemon architecture.
The AI Coding Agent Dictionary: Colloquial Prompts vs Standard Tech Terms
A battle-tested dictionary translating everyday developer prompts into precision architectural terms for AI coding agents to generate robust code.
High-Leverage Coding Terms & Jargon for AI Coding Agents
Discover the architectural keywords and high-leverage engineering jargon that turn AI coding agents into precision tools, eliminating hallucinations.
What AI DevKit is: a control plane for AI coding agents - and where it stops
An architectural guide to AI DevKit: local-first CLI/TUI console, shared config, SQLite memory, and workflow skills for managing multiple coding agents.
Free Claude Code Explained: One Local Proxy for 50+ AI Providers
Free Claude Code routes Claude Code, Codex, Pi, and eight more agents through one local proxy with 50 ToS-friendly providers and automatic fallback.
i have adhd Skill: Claude Code & Cursor Setup, 10 Rules Guide
i have adhd skill for Claude Code, Cursor and Gemini: stops agent distraction loops, injects working memory, and cuts token bloat by 60% for ADHD developers.
AI Agent Book Explained: A Beginner-Friendly Roadmap from Agent Basics to Real Engineering
A friendly practical guide to ai-agent-book: what it is, how to use it, when to use it, and how beginners can learn AI Agents through a clear 2-week path.
AI Berkshire Explained: Turning Claude Code and Codex into a Disciplined Investment Research Team
A practical breakdown of AI Berkshire: a multi-agent value investing framework with structured skills, bias guards, and financial rigor tooling.
AI Job Search Explained: An Open Framework That Turns Claude Code Into a Job-Hunt Copilot
A pragmatic breakdown of ai-job-search: how it scrapes jobs, scores fit, compiles tailored LaTeX CVs, and sanitizes untrusted recruiter prompts.
Code Review Graph Explained: Smarter AI Reviews with Less Token Waste
A beginner-friendly guide to code-review-graph: how it builds a local code graph, reduces token usage, and helps AI assistants review changes with clearer impact.
OmniRoute: Complete Local AI Gateway Guide for 290+ LLMs & MCP
What is OmniRoute? Guide to the open-source local AI gateway: multiplex 290+ LLMs, stop 429 rate limits with auto-fallback, and native MCP for Claude Code.
Orca IDE: What It Is, Parallel Worktrees & AI Agent Setup Guide
Orca IDE (stablyai/orca): run parallel AI coding agents in isolated Git worktrees with native terminals, mobile steering, and a swarm CLI.
Strix AI Pentesting: What It Is, How It Works & Setup Guide
What is Strix? The open-source autonomous AI pentesting agent (usestrix/strix) that proves real exploits with reproducible sandboxes - no noisy CVE list spam.
Sixty percent of Americans are tired of hearing 'AI' in your ads
A WordPress VIP survey of 1,200 US consumers finds AI in brand messaging is a turnoff, and almost nobody can name a company doing it well.
The Wildly Simple Architecture Running Our AI Moment
A ground-up walkthrough of how transformer-based LLMs actually work - tokens, embeddings, attention, and the next-token loop - and why HN engineers can't…
Anthropic Is Now Training on Elon's Supercluster
Anthropic is expanding into xAI's Colossus2, using GB200 GPUs - after already taking the entire Colossus1. HN asks what this means for the AI race.
A country of 500,000 just became OpenAI's first national AI experiment
Malta is giving ChatGPT Plus to every citizen who completes a 2-hour AI course. First real national AI pilot, or political vote-buying? HN has thoughts.
One minute of 720p video from a single GPU - how did we get here so fast?
SANA-WM is a 2.6B open-source world model that generates minute-long 720p video with 6-DoF camera control on one GPU. NVIDIA trained it on 64 H100s in 15 days.
9Router: What It Is, Free AI Coding & Tiered Fallback Gateway Guide
What is 9Router? Complete guide to the open-source local proxy: multiplex 40+ LLMs, auto-fallback on quota limits, and 20-40% token compression for coding agents.
Open CTFs Are Now Pay-to-Win, and Frontier AI Did It
A top-10 CTF competitor argues that Claude Opus 4.5 and GPT-5.5 have automated enough of the scoreboard that open CTFs no longer measure human security skill.
AiToEarn: Publish to 14 Platforms, Let the Agent Handle the Rest
AiToEarn is an open-source AI agent that automates content publishing, engagement, creation, and monetization across Douyin, TikTok, YouTube, Instagram, and…
Five Days vs. Five Years: Apple's New Kernel Defense, Cracked
Apple spent five years building MIE on M5 to stop kernel exploits. Calif cracked it in five days with AI, then drove to Apple Park to deliver the report.
OpenGame: The Agent That Runs the Game to See If It Works
OpenGame is a CLI agentic framework from CUHK MMLab that scaffolds, builds, and verifies browser games end-to-end from a plain-English prompt.
Production Google OAuth In One Prompt: I Let Cursor Drive Chrome DevTools MCP
I asked an AI agent to wire production Google OAuth. One prompt later it clicked through Cloud Console, configured scopes, and shipped to prod.
taste-skill: The Bias Correction File for AI Frontend
taste-skill corrects the font, layout, and motion biases that push LLMs toward generic UI. A portable SKILL.md you commit once per project.
VibeVoice: The Hour-Long Storyteller
AI that doesn't forget who is talking even after an hour. VibeVoice handles long-form speech without the usual 'memory loss'.
MoneyPrinterV2: What 18,000 Stars Worth of Automated Content Actually Looks Like
An assembly line for AI content - local LLMs write the script, KittenTTS reads it, Gemini paints the pictures. The video uploads itself.
Project NOMAD: Offline Knowledge Bunker Architecture & Setup Guide
What is Project NOMAD? Complete guide to the offline knowledge bunker (Crosstalk-Solutions/project-nomad): run local LLMs, Wikipedia, and maps without internet.
Superpowers: What It Is & How It Teaches AI Agents Engineering Discipline
Superpowers: open-source workflow for Claude Code, Cursor & Codex enforcing TDD, plan gates, and git worktrees - eliminates 80% of AI regressions.
The Agency: Transform Your Workflow with a Team of AI Specialists
Discover how The Agency replaces generic prompts with a meticulously crafted roster of specialized AI agents for engineering, design, and more.
BitNet: The Era of 1-bit LLMs is Finally Here
Explore bitnet.cpp, Microsoft's official framework for 1-bit LLMs that replaces multiplications with additions for massive speedups.
Lightpanda: The Zero-Bloat Headless Browser Built in Zig
Discover Lightpanda, a headless browser built from scratch in Zig for ultra-fast AI agents and automation without the overhead of Chromium.
MiroFish: Rehearsing the Future in an AI Social Sandbox
Discover MiroFish, a universal swarm intelligence engine that uses multi-agent simulations to predict future trajectories in a digital mirror world.
How to Find the Best AI Model to Optimize Your PC Hardware
A pragmatic guide to choosing local LLMs for your GPU with LM Studio. Understand VRAM limits, quantization trade-offs, and full GPU offload.
Khoj AI: What It Is, Self-Host Personal Second Brain & Setup Guide
Khoj AI: self-hosted second brain for devs. Index Obsidian, Notion and PDFs, chat with local LLMs via Ollama, and run autonomous agents - 100% private.
OpenSandbox: What It Is, AI Agent Sandbox & Docker/K8s Setup Guide
OpenSandbox (alibaba/OpenSandbox): universal AI agent sandbox isolating code execution in Docker and Kubernetes with gVisor, Kata Containers, and Firecracker.
Get Shit Done (GSD): What It Is & How It Fixes AI Context Rot for Coding Agents
Get Shit Done (GSD): open-source meta-prompting for Claude Code, Gemini & Codex that kills context rot with wave-based parallel sub-agents and atomic XML task plans.
Context Engineering: The Discipline That Separates Good AI Agents from Great Ones
Open-source toolkit for Context Engineering that teaches AI agents to pull only the context they need - cited in academic research.
Unleashing the Super Agent Harness: A Deep Dive into Bytedance's DeerFlow
Discover how DeerFlow 2.0 transforms from a deep research tool into a full-fledged agent harness with sandboxing, sub-agents, and persistent memory.
GitNexus: What Is It? MCP Codebase Graph for AI Agents (Cursor & Claude)
What is GitNexus? Index any codebase into KùzuDB via 7 MCP tools - stop AI agents breaking refactors with blast-radius queries before they edit code.
Massive Collection of System Prompts for Different AI Models: 700 Items List
Browse the massive collection of system prompts for different ai models (list of 700 items) on GitHub: Cursor, Manus, Windsurf, Devin, and Claude Code prompts.
Hugging Face Skills: The 'Plug-and-Play' Mental Model for AI Agents
What are Hugging Face Skills? A mastery guide to empowering Claude Code, Cursor, and Gemini CLI with open-source ML capabilities.
OpenClaw: Your Personal AI Assistant Across Every Channel
OpenClaw is a self-hosted AI assistant that unifies WhatsApp, Telegram, Slack, Discord, Signal, and more into one LLM-powered inbox.
PentAGI: What It Is, Autonomous AI Pentesting & Docker Setup Guide
What is PentAGI? Complete guide to the autonomous AI pentesting platform (vxcontrol/pentagi): orchestrate Kali Linux tools in Docker to exploit flaws.
Pi Mono: What It Is, Architecture & Composable AI Agent Guide
What is Pi Mono (badlogic/pi-mono)? Explore the composable open-source AI coding agent monorepo by Mario Zechner: unified LLM gateway, CLI, and extensions.
Shannon Explained: The Autonomous AI Pentester That Breaks Your App Before Hackers Do
Shannon by Keygraph is a fully autonomous AI penetration tester that executes real exploits - not just advice - across web apps and networks.
5 Awesome Projects to Build with LM Studio's Local API
A quick guide on how to use LM Studio's Local Server for Python scripts, OpenClaw, AI coding assistants, and secure document chats.
GitHub Copilot With VS Code Tricks 101
A comprehensive guide to the most important tricks for maximizing your productivity with GitHub Copilot in VS Code.
AI Agents & Multi-Agent Systems: The 'Company of Robots' Mental Model
What's the difference between ChatGPT and an AI Agent? A mastery guide to tool calling, LangGraph orchestration, and why multi-agent is the architecture of 2026.
Fine-tuning vs RAG: The 'Teaching vs. Memorizing' Mental Model
When should you fine-tune a model vs. use RAG? A mastery guide to LoRA, PEFT, and the decision framework that saves you from wasting $10,000 GPU hours.
LLM & RAG: The 'Smart Librarian' Mental Model
Why do LLMs hallucinate? A mastery guide to Retrieval Augmented Generation (RAG) - the architecture powering every serious AI product in 2026.
MCP (Model Context Protocol): The 'USB Port for AI' Mental Model
What is MCP and why is every AI tool adopting it in 2026? A mastery guide to Anthropic's open standard for connecting AI models to the real world.
Prompt Engineering: The 'Director & Actor' Mental Model
Why does 'be concise' produce worse results than '3 bullet points'? A mastery guide to system prompts, few-shot examples, and chain-of-thought.
Vector Databases & Embeddings: The 'Semantic Atlas' Mental Model
How does Spotify know you'll like this song? A mastery guide to embeddings, cosine similarity, and vector databases (Pinecone, Weaviate, pgvector).