MarkItDown Review: Microsoft's PDF-to-Markdown for LLMs
MarkItDown is Microsoft's Python tool that converts PDF, Office, HTML, and audio to Markdown for LLM pipelines. Install guide, real code, honest limits.
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74 articles published
Claude-Mem Review: Persistent Memory for Claude Code
Claude-Mem is a plugin giving Claude Code cross-session memory via SQLite + Chroma. Install guide, real code, community reactions, and the #618 token issue.
VoxCPM2 Review: Tokenizer-Free TTS with 30 Languages
VoxCPM2 is OpenBMB's new 2B tokenizer-free TTS model with 30-language support, voice design, and 48kHz audio. Install guide, code examples, and honest limits.
GenericAgent Review: 3K-Line Self-Evolving AI Agent
GenericAgent review — a ~3K-line self-evolving AI agent that grows its own skill tree, uses 6x fewer tokens, and runs on Claude, Gemini, Kimi, or MiniMax.
LangChain Deep Agents Review: Open-Source Agent Harness
LangChain Deep Agents review — open-source agent harness with planning, subagents, virtual filesystem. 42% on TerminalBench. Full setup guide and comparison.
Google ADK Review: Build AI Agents the Right Way (8K Stars)
Google ADK review — open-source Agent Development Kit for Python, Go, Java, TypeScript. Multi-agent systems, MCP tools, A2A protocol. Full setup guide.
Goose Review: Block's Open-Source AI Agent (38K Stars)
Goose review — free open-source AI agent by Block. Desktop app, CLI, 70+ MCP extensions, any LLM. Install guide, recipes, honest limitations, and comparison.
Archon Review: AI Coding Workflow Engine (17K Stars)
Archon review — open-source workflow engine for AI coding agents. YAML-defined pipelines, git worktree isolation, multi-agent support. Install guide + honest limits.
Agentic Copilot Review: Claude Code Inside Obsidian
Agentic Copilot brings Claude Code, OpenCode, and Gemini CLI into Obsidian as a workspace copilot. Full review with setup, features, and honest limitations.
DeepTutor Review: Open-Source AI Tutor That Actually Learns You
DeepTutor v1.0 review — HKU Data Lab's agent-native learning assistant. TutorBots, Guided Learning, RAG knowledge hubs, 16K GitHub stars. Install guide + honest limits.
Taste Skill Review: Anti-Slop Frontend Skill for AI
Taste Skill injects opinionated design rules into Cursor, Claude Code, and Codex to stop AI from generating generic UI slop. Install, config, and honest review.
LiteRT-LM: Google's Framework for Running LLMs on Edge Devices
Google's open-source LiteRT-LM runs Gemma 4, Llama, Phi-4, and Qwen on phones, Raspberry Pi, and browsers. Powers Chrome, Pixel Watch, Chromebook. One command to try.
Claw Code Review: Open-Source Claude Code Alternative
Claw Code is an open-source clean-room rewrite of Claude Code's agent harness. 72K GitHub stars in days. Python + Rust. Honest review and setup guide.
oh-my-claudecode Review: Multi-Agent for Claude Code
oh-my-claudecode turns Claude Code into a team of AI agents. 3-5x faster, 30-50% cheaper. Zero-config setup. Honest review with setup guide.
Ollama 0.19 MLX Review: 2x Faster on Apple Silicon
Ollama 0.19 switches to Apple's MLX framework for up to 2x faster local LLM inference on Mac. Benchmarks, setup guide, and what it means for local AI.
Copilot Cowork Review: Microsoft's AI Agent for M365
Copilot Cowork puts Anthropic Claude inside Microsoft 365 for long-running agentic workflows. Features, pricing, limits, and how it compares to standalone Claude Cowork.
Flash-MoE: Running a 397B Parameter Model on a MacBook
Flash-MoE runs Qwen3.5-397B on a 48GB MacBook Pro at 4.4 tokens/sec using pure C and Metal. Built in 24 hours with Claude. Here's how it works.
Superpowers Review: The 124K-Star Skills Framework for Claude Code
Superpowers turns Claude Code into a senior dev with TDD, subagent-driven development, and code review. 124K GitHub stars. Works with Cursor, Codex, Gemini CLI too. Honest review.
Karpathy's AutoResearch: AI Runs 100 ML Experiments Overnight
AutoResearch by Andrej Karpathy lets AI agents run autonomous ML experiments on a single GPU while you sleep. 42K+ GitHub stars, 630 lines of Python. Setup guide and review.
ProofShot: Give AI Coding Agents Eyes to Verify UI
ProofShot is an open-source CLI that records browser sessions, captures screenshots, and collects errors — so you can verify what your AI coding agent actually built.
Flash-MoE: Running a 397B Parameter Model on a MacBook Pro
Flash-MoE streams a 397B parameter Mixture-of-Experts model from SSD using pure C and Metal shaders — hitting 4.4 tokens/sec on 48GB RAM.
Hermes Agent: NousResearch's Self-Improving AI
Complete guide to Hermes Agent — NousResearch's open-source, self-improving AI agent with 12 messaging platform integrations, 6 execution backends, and auto-generated skills. 13.5K+ GitHub stars.
DeerFlow 2.0: ByteDance's Open-Source SuperAgent
Complete guide to DeerFlow 2.0 — ByteDance's open-source SuperAgent harness that orchestrates sub-agents, sandboxed execution, and long-term memory. 39K+ GitHub stars in 30 days.
OpenClaw vs NemoClaw: Not a Competition — A Security Layer (Complete Guide)
NemoClaw isn't an OpenClaw alternative. It's NVIDIA's security wrapper that adds kernel-level sandboxing, policy enforcement, and a privacy router on top of OpenClaw. Here's exactly what's different.
Project NOMAD: The Offline AI Survival Computer (14K Stars)
Deep dive into Project NOMAD — an open-source offline survival computer with local AI, Wikipedia, maps, and education. 14K GitHub stars in one week.
gstack: Y Combinator CEO's Claude Code Setup (23K Stars)
Deep dive into gstack by Garry Tan — an open-source Claude Code workflow that turns AI into a virtual engineering team. 23K GitHub stars in one week.
Open SWE: LangChain's Open-Source Coding Agent Framework
Deep dive into Open SWE by LangChain — an MIT-licensed framework for building internal coding agents, capturing enterprise patterns from Stripe, Ramp, and Coinbase.
Squad: AI Agent Teams That Live in Your GitHub Repo (1K Stars)
Squad gives you a preconfigured AI dev team through GitHub Copilot — lead, frontend, backend, tester — that persists across sessions.
NVIDIA NemoClaw: The Enterprise Security Layer OpenClaw Was Missing (13K Stars in 5 Days)
NVIDIA launched NemoClaw at GTC 2026 — an open-source stack that adds sandboxing, policy enforcement, and privacy routing to OpenClaw agents. 13K GitHub stars in 5 days. Complete deep dive.
Cursor Launches Composer 2: Its Own AI Model That Beats Claude Opus 4.6
Cursor's new Composer 2 model outperforms Claude Opus 4.6 on coding benchmarks at 86% lower cost. Here's why it matters.
Anthropic Hits $19B Revenue Run Rate — $4.14M Per Employee While Battling the Pentagon
Anthropic more than doubled revenue from $9B to $19B in months. With 4,585 employees and a $380B valuation, it generates $4.14M per person — and is gaining on OpenAI's enterprise lead.
Lovable Hits $400M ARR with 146 Employees — $2.74 Million Per Person
The Swedish vibe-coding startup added $100M in revenue in a single month. With just 146 employees, it's rewriting the rules of software company efficiency.
Legora Raises $550M at $5.55B — The Legal AI Startup That Tripled Its Valuation in 5 Months
How a 26-year-old Swedish founder built a $5.55 billion legal AI platform with 400 employees, 800 law firm customers, and $816M in total funding — going head-to-head with Harvey for the $1 trillion legal market.
How We Publish 37 Blog Posts Without Touching a Keyboard: The OpenClaw Content Pipeline
The automated content pipeline behind andrew.ooo — real numbers, real results. How OpenClaw turns AI agents into autonomous publishers.
7 OpenClaw Cron Jobs Running Our Blog 24/7 (With Real Configurations)
The 7 scheduled automations that keep andrew.ooo publishing, distributing, and improving autonomously. Cron vs heartbeat explained.
How We Track AI Citations: OpenClaw + Google GSC + Bing Webmaster Tools
64 Microsoft Copilot citations and counting. How we monitor where AI assistants cite our content using search APIs and analytics.
Cursor Hits $2B ARR with 150 Employees — That's $13.3 Million Per Person
How the AI coding startup doubled revenue in 60 days and now generates more per employee than any SaaS company in history.
Perplexity Personal Computer: A Mac Mini That Never Sleeps
Perplexity just turned the Mac Mini into a 24/7 AI agent. Here's how it compares to OpenClaw, real-world use cases from LinkedIn, and why this could change how we work.
Thinking Machines Lab: $120M Valuation Per Employee and the Nvidia Gigawatt Deal
Mira Murati's AI startup reaches $12B valuation with just 100 employees. Now Nvidia is doubling down with a 1-gigawatt compute partnership worth $50B in infrastructure.
AMI Labs Raises $1.03B Seed Round: Yann LeCun's Bet That LLMs Are a Dead End
Meta's former chief AI scientist just raised Europe's largest-ever seed round to build 'world models' - AI that understands reality, not just text. Here's why investors including Bezos, Nvidia, and Schmidt are betting $1 billion that he's right.
Nscale Raises $2B at $14.6B Valuation — With Just 158 Employees
How a 2-year-old UK startup became AI's hottest infrastructure play with $92M valuation per employee, Nvidia backing, and deals with Microsoft and OpenAI.
Grow Therapy Hits $1B Revenue With 70% AI Time Savings (How They Did It)
How Grow Therapy built a $3B mental health platform generating $1B in annual revenue with AI-powered tools that cut therapist documentation time by 70%.
Ayar Labs Raises $500M to Replace Copper with Light in AI Data Centers
How an MIT spinout backed by NVIDIA and AMD is solving AI's biggest hidden bottleneck—with $91.6M revenue, 210 employees, and silicon photonics that deliver 20x more throughput per watt.
14.ai: The YC-Backed Startup Replacing Customer Support Teams with 6 AI Engineers
How a married founder duo raised $3M to build an AI-native customer service agency that cleared a startup's entire ticket backlog in half a day
Polsia: How One Solo Founder Hit $1.5M ARR in 30 Days With Zero Employees
Ben Broca built an AI platform that runs 1,300+ autonomous companies—and it's growing $250K ARR per day. Here's how Polsia is redefining what a solo founder can achieve.
Cursor Hit $1B ARR in 24 Months: Inside the Fastest-Scaling SaaS Company in History
How four MIT classmates built Cursor to $1 billion ARR with zero marketing spend, $3.3M revenue per employee, and a 36% conversion rate—rewriting the rules of SaaS growth.
OpenAI Raises $110 Billion: Inside the Largest Private Funding Round in History
OpenAI just closed a $110 billion funding round with Amazon, Nvidia, and SoftBank, reaching an $840 billion valuation. Here's what this means for AI infrastructure and why the numbers are staggering.
Basis Hits $1.15B Valuation with $100M for AI Accounting Agents
AI accounting startup Basis raised $100M Series B led by Accel and Google Ventures. Their AI agents run autonomously for hours on tax workbooks.
Goodfire Raises $150M at $1.25B to Open the AI Black Box
AI interpretability startup Goodfire raised $150M Series B. They reduced LLM hallucinations by 50% and identified novel Alzheimer's biomarkers by reverse-engineering models.
How Lovable Generates $13 Million Per Employee: The Vibe Coding Startup That Hit $200M ARR in 12 Months
Lovable reached $200M ARR faster than any software company in history. With just 15 employees, they generate $13.3 million per employee—the highest in SaaS.
MatX Raises $500M to Challenge Nvidia with 10x Better LLM Chips
Ex-Google TPU engineers secured $500M Series B led by Jane Street and Leopold Aschenbrenner's fund. First chips shipping 2027.
Ricursive Intelligence: $300M Series A at $4B for a New Frontier AI Lab
New frontier AI lab Ricursive Intelligence raised $300M Series A at $4B valuation. Part of a growing trend of massive early-stage AI rounds in 2026.
How Midjourney Generates $3 Million Per Employee with Zero VC Funding and No Marketing Budget
Midjourney hit $500M in annual revenue with just 163 employees, no venture capital, and zero marketing spend. Here's how they built the most efficient AI company in history.
How micro1's 25-Year-Old Founder Scaled from $7M to $200M ARR in One Year: The AI Data Labeling Gold Rush
Ali Ansari pivoted micro1 from AI recruitment to data labeling and hit $200M ARR with a $2.5B valuation—all before turning 26. Here's how the AI training data gold rush is minting new billionaires.
How Mercor Generates $4.5 Million Per Employee: The AI Training Startup That Made 22-Year-Olds Billionaires
Three college dropouts built Mercor from a simple freelancer matching platform into a $10 billion AI training company that pays experts $1.5 million daily. Here's how they're generating more revenue per employee than Microsoft, Meta, and even Nvidia.
How Perplexity AI Generates $800,000 Per Employee While Challenging Google
Perplexity hit $200M ARR with just 250 employees—that's $800K per person. Here's how they built the fastest-growing AI search company without spending on ads.
How Cursor Became the Fastest B2B Company to $1B ARR with Just 300 Employees
Cursor hit $1 billion ARR in 24 months with 300 people. That's $3.3 million revenue per employee. Here's how they did it—and what it means for the future of AI-native companies.
How ElevenLabs Generates $825,000 Per Employee: The AI Voice Company Rewriting SaaS Economics
ElevenLabs hit $330M ARR with just 400 employees, achieving revenue efficiency that makes traditional SaaS companies look slow. Here's how two Polish founders built the fastest-growing AI company in enterprise.
MoltWorker: How to Deploy OpenClaw Agents on Cloudflare Workers
Deploy AI agents to 300+ global edge locations with MoltWorker. Get sub-millisecond latency, pay-per-request pricing, and automatic scaling for your OpenClaw agents.
How AI Trading Bots Are Making Millions on Polymarket
One bot turned $313 into $438,000 in a month. Here's how AI agents are dominating prediction markets with arbitrage, speed trading, and market-making strategies.
Where to Find OpenClaw Skills: Complete Guide to Skill Sources
Discover all the sources for OpenClaw skills - from ClawHub marketplace to BankrBot crypto skills, GitHub repos, and the AgentSkills ecosystem. Includes installation instructions and security best practices.
SimpleClaw: $18K MRR in One Week, Then Listed for Sale — Inside the AI Wrapper Gold Rush
An 18-year-old Product Hunt 'Maker of the Year' built a one-click deployment wrapper around OpenClaw, hit $18K MRR in days, then immediately listed it for sale. What this tells us about the AI SaaS landscape in 2026.
How a Former VC Startup CTO Built a $1M/yr YouTube AI Tool Solo
Gil Hildebrand left a funded crypto startup, presold $20K before writing any code, and bootstrapped Subscribr to $1M ARR in 18 months. Here's exactly how.
How Pieter Levels Built Photo AI to $132K MRR as a Solo Founder
Deep dive into Photo AI's tech stack, business model, and the counterintuitive decisions that helped one developer build a $1.6M ARR AI business with zero employees. PHP, SQLite, and boring tech that actually scales.
Unity MCP: Build Games with AI Using Claude, Cursor & Copilot
Complete Unity MCP guide — connect Claude, Cursor, and Copilot directly to Unity Editor via Model Context Protocol. Manage assets, scenes, and scripts with AI. 5,800+ GitHub stars, MIT licensed.
Cherry Studio: The Ultimate AI Desktop Client for Multi-Model Power Users
Complete guide to Cherry Studio - an open-source AI desktop client with 39K+ stars that unifies OpenAI, Claude, Gemini, and local LLMs in one beautiful interface. Features 300+ assistants, MCP support, coding agents, and cross-platform availability.
Gemini CLI: Google's Free AI Agent for Your Terminal
Complete guide to Google's open-source Gemini CLI - a powerful AI agent with 1M token context, built-in tools, MCP support, and generous free tier for developers who live in the command line.
LibreChat: The Self-Hosted ChatGPT Alternative with AI Agents and MCP Support
Complete guide to LibreChat, the 33K+ star open-source AI chat platform that unifies all major providers in one privacy-focused interface. Features AI Agents, Model Context Protocol, Code Interpreter, and enterprise-ready multi-user auth.
ACE-Step 1.5: Run Suno-Quality AI Music Generation Locally for Free
ACE-Step 1.5 is an MIT-licensed open-source music generation model that runs on consumer GPUs with less than 4GB VRAM. Generate full songs in under 10 seconds, train custom LoRAs in an hour, and break free from subscription-based AI music services.
Browser Use: The Open Source Framework Making Websites Accessible to AI Agents
Deep dive into Browser Use, the 77K+ star Python library that lets AI agents navigate, interact with, and automate tasks across any website. Complete setup guide with examples.
LangChain4j: The Complete Java Framework for Building LLM Applications
A deep dive into LangChain4j, the 10k+ star Java library that brings LangChain-style LLM integration to the JVM. Covers RAG, agents, tool calling, MCP support, and seamless integration with Spring Boot, Quarkus, and more.
Awesome LLM Apps: 90+ Ready-to-Run AI Agent Projects You Can Learn From
A deep dive into the most comprehensive open-source collection of LLM applications—covering AI agents, multi-agent teams, RAG, voice agents, MCP, and more. 92k stars and counting.
AnythingLLM Review 2026: Best Free Self-Hosted AI Assistant
Complete AnythingLLM guide and review — the free, open-source ChatGPT alternative with RAG, AI agents, MCP support, and Docker deployment. Works with Ollama, Claude, GPT, and 30+ LLMs. 54K+ GitHub stars.
Self-Hosting Email for AI Agents: A Complete Guide
How we built a webhook-based email system that lets AI agents receive and send email without polling, using mox mail server on a Hetzner VPS.