61 reviews
Maket turns a written description into floor plan options you can refine in plain words and view in 3D. This guide covers the four ways to create a layout, the credit costs per action, every plan from Free to Scale, and the limits around exports, regulations, and building-code review.
An EM-measured Drosophila connectome (165,122 neurons) drove a browser and launched a token on Robinhood Chain. How flycoinrh works, what is real vs invented, and the safety design.
YuE2 plans an editable ABC score first, then renders it as a full 48 kHz stereo song. Zero-shot covers (0.647 CLEWS mAP), agentic score editing, and a top WildSongBench score over Suno v5 — with the non-commercial weights caveat explained.
Magika is Google's AI-powered file type detector: 200+ types at ~99% accuracy, ~5ms per file, battle-tested on Gmail/Drive/Safe Browsing. Install, CLI/Python/JavaScript usage, --json/--format output, and how it beats the file command.
88cha is Alibaba's free AI company-search covering 200M+ Chinese businesses. Plain-language questions return structured reports on registration, shareholders, litigation, patents, and tenders — no signup, no fee. Here's how to use it.
ETH Zurich researchers tested 100 students to find what predicts vibe coding proficiency. Both CS achievement and writing skills predict performance; CS matters ~2x more. Surprising: frequent LLM users scored lower.
A complete 2026 deployment guide for AI PPE detection systems that automatically check hard hats and safety vests from camera footage. Japan construction: Safie×Ailytics (proven at JR Kyushu/Obayashi). Factory-scale: Intenseye. Overseas construction: viAct. DIY: YOLO26 + ByteTrack + Jetson edge. Decision rule: buy under 20 cameras, build past 50. Includes edge vs cloud cost math, privacy design (face blurring at edge), and ROI.
A clear guide to GitHub's Spec Kit (132K+ stars). The 6-step Spec-Driven Development workflow (constitution→specify→plan→tasks→implement→converge), installing specify CLI, 30+ AI agent integrations, and extending with extensions/presets/bundles — with diagrams.
SentrySearch is a free open-source CLI that uses Gemini Embedding 2 native video embeddings to search hours of footage with natural language ("red truck running a stop sign") in sub-second time and auto-trim the hit. No transcription needed — three backends, verified install, SentryMerge/SentryBlur pipeline.
Refero Styles (styles.refero.design) offers 2,000+ DESIGN.md design systems extracted from real products — free. Paste into Cursor, Claude Code, Codex, v0, or Lovable to kill the AI-generated look and produce quality UI.
reverse-skill (29.5K⭐ · MIT) is a skill router pack that routes AI agents through the correct security analysis workflow. 43 rules, 44 skill modules, self-evolving experience base.
WikiSkill by Google Research (arXiv:2608.27454) compiles AI agent execution experience into a persistent Wiki to automatically evolve skills. A 3-layer architecture explained with experimental results and applications.
TradingAgents is an open-source framework where multiple LLM agents collaborate like a virtual trading firm to simulate stock trading decisions. 101K stars, Apache-2.0, Ollama local support.
Rillet is the AI-native ERP built by accountants. Raised $100M Series C at $1B valuation (unicorn). a16z, Sequoia, ICONIQ invested $208.5M. Aura AI delivers zero-day close. Challenger to NetSuite and Oracle.
TinyFish provides search & fetch APIs for AI agents completely free. SerpAPI $25, Tavily $8, Exa $7 vs TinyFish $0. Live search, clean fetches (10 URLs/call), freshness, free monitoring. Setup via Monid CLI + SKILL.md.
A fully sourced guide to awesome-gpt-image-2 — an open-source library systematizing GPT-Image-2 prompts via 'Prompt as Code'. 520+ reverse-engineered cases, 20+ industrial templates, an Agent Skill, and 13 categories.
A fully sourced guide to PCB Cupid Shop — Bengaluru-based open-source hardware selling GLYPH dev boards, G-Sense sensors, and G-Mod modules under CERN-OHL-P. Covers the parent company's Circuit Spell AI design engine and the full picture.
A complete guide to Meta's open-source design system Astryx. Built on React 19+ and StyleX with 150+ components, 7 themes, and an MIT license. Covers its AI-agent-friendly design, 8 years and 13,000 apps inside Meta, and how to install it — with a diagram.
A complete, illustrated guide to the Hermes Quota plugin — showing your remaining AI provider quota in real time inside Hermes Desktop. 3-step install, reading the status bar and pane, CLI/chat commands, Grok opt-in, and troubleshooting.
A beginner-friendly guide to Command Code’s GOAT plan: $10/month for unlimited use of 30+ models (GPT-5.6, DeepSeek V4 Flash, GLM, and more), where $10 becomes $70 in credits (7x), stretching past $100 (10x+) with deals. Covers why 7x is possible (open-model focus), model pricing, usage limits, and setup — with diagrams and concept captions.
A beginner-friendly guide to Android Remote Control MCP, the open-source app that turns your Android device into an MCP server so an AI can fully control it. 57 tools across 14 categories — tap, type, screenshots, files, app launch. Covers GMS/FOSS APK choice, accessibility setup, Claude/ChatGPT connection, Cloudflare/ngrok tunnels, Privacy Mode, and the research-only caveats.
A complete beginner-friendly guide to InferX, the US serverless AI inference platform. Zero idle GPU cost (up to 13x cheaper), sub-second cold starts, 3-step OpenAI-compatible setup, and pricing plans (free / $1 per month / pay-as-you-go) explained with diagrams.
xAI's Grok Bot, fully explained. Features of "Bots," AI teammates with their own computer, differences from ordinary AI assistants, pricing (Cursor Ultra/Teams), and usage, based on official info for beginners.
OpenAI's cybersecurity-specialized model GPT-5.6-Cyber, fully explained. Daybreak Blue/Red access tiers, 95% completion rate, the CVE-2026-15903 discovery in Chrome V8, and accurate application steps (individuals: chatgpt.com/cyber; organizations: Enterprise Trusted Access).
CrofAI offers GLM-5.2 at 80% off ($0.06 input / $0.21 output per 1M tokens) — over 20x cheaper than Z.AI official ($1.40/$4.40). Full price comparison, usage guide (curl, OpenAI SDK), and caveats.
A complete beginner-friendly guide to Claude's AI-generated content marking under the EU AI Act (Article 50). Learn the 2 technologies — embedded text watermarks and C2PA signed provenance metadata — plus covered models, products, regions, detection methods, and limitations.
A beginner-friendly guide to the viral claim that "DeepSeek V4 Flash is free until December 31, 2026" on cnb.cool. Explains what cnb.cool and CodeBuddy are, the 5-step process (open a repo, type @codebuddy, enable Work for me mode), verified facts vs unconfirmed claims (the official "临时免费，年底再说" notice), security cautions, and comparison with other free options.
A complete beginner guide to Buzz — the open-source workspace released by Block (Jack Dorsey) on July 21, 2026. How humans and AI agents work in the same channels, differences from Slack/GitHub, setup steps, 3 real use cases, and pros/cons.
Learn how The Component Gallery — a free component terminology encyclopedia — and using correct UI component names like Button, Card, and Modal in your AI prompts dramatically improves UI output quality. Beginner-friendly with real screenshots.
A complete beginner guide to DataForSEO's LLM Scraper. 0.974 similarity to real ChatGPT, differences from the official API, comparison with the Bing Search API, LLMO/GEO measurement methods, and the AI search algorithm (RAG).
A complete guide to LM Studio Bionic — an AI agent app for open models (local AI). Coding and document projects, offline voice input (Voxtral), local/LM Link/Secure Cloud execution, zero data retention, and how it differs from classic LM Studio.
A beginner guide to QVAC, Tether's open-source local AI platform. From SDK installation to local inference, OpenAI-compatible API, and local integration with Hermes Agent — all free to start.
A complete guide to Pi Coding Agent (pi.dev) — a minimal, MIT-licensed, extensible terminal AI coding agent. Installation, 15+ AI providers, tree-saved sessions, customization via extensions/skills/packages, and comparison with Claude Code and Codex CLI.
An explanation of pi-computer-use, the computer-operation extension for Pi. Installation, permission setup, basic usage flow, and pros/cons — summarized for beginners.
A beginner-friendly guide to setting up OpenRouter MCP (Model Context Protocol) server with Hermes Agent. From config.yaml editing to actual usage and practical examples — fully explained.
A complete guide to xAI's Grok Voice Mode (x.ai/voice). Real-time voice conversations with Grok inside the X app. Sub-second latency, multimodal, 20+ languages, 5 voice variations. Differences from Grok TTS API, comparison with traditional voice assistants, and how to use it — all explained for beginners.
A complete guide to Inference AutoTune by inference.net. Auto-distills GPT/Claude-class models into task-specific small SLMs (1–30B). Just 25 lines of code, ~2 hours and under $250 training cost, cutting cost and latency by 90%+. Auto-detects schema changes and retrains automatically.
A complete guide to squeezing Hermes Agent costs to the limit. Covers OpenRouter MCP auto model selection, free models (:free), Fable 5 as orchestrator, DeepSeek V4 Flash as core in cheapest config, context compression, auxiliary model delegation, and more practical techniques. How to run Hermes at peak power for $0–$20/month.
A complete guide to TencentDB Agent Memory, the open-source memory engine for AI agents. 4-layer hierarchical memory and symbolic compression cut token use by 61% and lift success rate by 52%. From Hermes Agent / OpenClaw integration to one-shot Docker setup, explained for beginners.
A complete guide to GPT-Live — OpenAI's third-generation full-duplex voice architecture released July 2026. How it differs from Advanced Voice Mode, the full-duplex architecture, plan-by-plan pricing, Japanese support, and best uses.
A complete guide to ChatGPT Work — OpenAI's autonomous work agent launched July 2026 with the GPT-5.6 model family (Sol/Terra/Luna), free desktop app, and full Codex integration. How it differs from classic ChatGPT, pricing by plan, and comparison with Claude Cowork.
A complete guide to Meta's Muse Image and Muse Spark 1.1, released July 2026. How agentic image generation works, the Instagram @mention privacy controversy, the 1M-token Muse Spark 1.1, and how to opt out.
A complete guide to Cloudflare's revolutionary tool: drag and drop a folder into your browser to deploy a website on Cloudflare Edge — no account, no credit card. From 60-minute temporary deploys to full Wrangler CLI workflow, fully explained.
A complete guide to Claude Code's skill 'A Fable of Codexes.' A campaign-style development method led by Claude (Fable/Opus) orchestrating multiple Codex CLI workers in parallel — explained for beginners. From installation to practice.
A complete guide to the Fable Advisor plugin that maximizes Claude Code subagents. An architecture pattern where Fable 5 designs and Sonnet/Opus/GPT-5.5 implement — cutting token costs ~60% without sacrificing quality.
A beginner-friendly complete guide to Cloudflare's Monetization Gateway. An innovative service that lets you set per-use pricing on web pages, APIs, and MCP tools. Stablecoin payments via x402 protocol — a new era of no-subscription, no-account billing explained from scratch.
"Hugging Bay is the Pirate Bay for open LLMs" — 0xMarioNawfal's X post shocked 140K viewers. A complete guide to Hugging Bay, the decentralized AI registry distributing model weights P2P via BitTorrent. Self-hostable on GitHub, 146K+ searchable artifacts, censorship-resistant free distribution.
A complete guide to Anthropic's official Claude Fable 5 prompting guide. Based on CyrilXBT's viral X article (1.4M views) — 'Don't use the same prompts as Opus 4.8.' Covers 9 rules for maximizing Fable 5: effort settings, progress verification, memory systems, sub-agents, and more.
A complete guide to the MCP Server OpenRouter announced as "Saving 24x on inference costs with comparable quality." All 13 tools, setup steps, hands-on verification, and price comparisons. Supports Claude Code, Cursor, Codex, and Hermes Agent.
A complete beginner guide to ZVec, Alibaba's high-speed in-process vector database. One-line pip install zvec, concrete RAG and image-search code, comparison with Pinecone/Chroma, and the proven Proxima engine.
A complete guide to Jatevo, the decentralized AI inference platform where an NVIDIA DGX Spark rents for $1/hour. Serverless vs Decentralized inference paths, the $JTVO token economy, and using the OpenAI-compatible API.
A complete guide to the MCP (Model Context Protocol) plugin experimentally added in Unreal Engine 5.8. Three setup routes (UE 5.8 official plugin, LOOMLE, StraySpark), Hermes Agent integration, and concrete blueprint editing / level design steps for beginners.
A complete guide to pxpipe, which cuts Claude Code / Fable 5 API costs by up to 70%. How converting text to images saves token fees, the one-line npx setup, real usage impressions, supported models, and accuracy limits — explained for beginners.
A practical guide to protecting financial assets with Claude Fable 5, Anthropic's most powerful model. Covers daily transaction monitoring, subscription audit, portfolio analysis, and AI household budgeting — 5 copy-paste ready prompts plus security rules, fully explained.
A complete guide to ZCode, the Agentic Development Environment by Z.ai. GLM-5.2's 1M-token context, multi-agent collaboration, MCP support, remote control (Telegram/WeChat), install steps for macOS/Windows/Linux, GLM Coding Plan pricing (Lite $18–Max $160), and differences from Cursor/Claude Code.
A complete guide to X's officially released MCP server. How to operate the X API directly from Grok Build, Cursor, Claude Desktop, and VS Code — beginner friendly, from OAuth setup to prompt examples.
A complete guide to MinerU with 69,800 GitHub stars. Convert PDF/Word/Excel/images to Markdown/JSON in seconds. 109-language OCR, LaTeX formulas, HTML tables. From legal/accounting/research/government use cases to pip/Docker setup.
A complete guide to running local AI models on a mini PC with Ollama. From Windows/WSL2 installation to running Llama 3 and DeepSeek V4, plus the difference from LM Studio. Verified on the GMKtec M8.
A complete guide to Accio Work, an Alibaba-partnered desktop AI agent. Build a store in 10 minutes with the AI site builder, auto-sourcing from Alibaba, competitor analysis, and SNS management. Full breakdown of pricing, features, and how to start.
8 ways to use top AI models for free in 2026 — Google AI Studio, Groq, OpenRouter, NVIDIA NIM, FreeModel and more. No credit card needed, with a full free-credit comparison.
A complete comparison of the 3 major AI assistants — ChatGPT, Claude, and Gemini — from free to paid plans. Pricing, performance, and strengths fully explained.