Hosting, SaaS, AI tools and gadgets — compared with real-world experience
A complete guide to Herdr, the agent runtime that runs 19 AI coding agents (Claude Code, Codex, Cursor, Grok, Hermes, etc.) in one terminal and lets them talk to each other. Agent-to-agent conversation, one-command setup, CLI usage, and supported agents.
A complete guide to Hermes HUD Mode, the new feature of the Hermes Desktop App that floats a semi-transparent overlay over your working app and lets the AI see, understand, and operate the screen. Demo use cases (X summaries, TradingView analysis, app control) plus download URLs.
A complete guide to Learn Claude Code, the free learning site for building a Claude Code-like AI agent from scratch. All 20 progressive sessions (s01–s20), the 5 architecture layers, the core agent loop, and how to study.
A complete guide to Kitesurf, Cloudflare's agent-first browser running entirely on Workers. Up to 3.8x less CPU and 7x less memory than Chromium. How it works, benchmark comparison, and usage (Puppeteer, MCP, curl).
A complete beginner guide to Claude Code's new "cross-session messaging" feature. How sessions in separate terminals exchange messages, usage with real prompts, the security design, and requirements/limitations.
Learn how phone-harness lets AI agents like Claude Code or Codex directly control your real iPhone. How iPhone Mirroring + OCR + CGEvent work, the official setup prompt, code examples, and honest limitations.
Learn how an AI system counts potatoes on a conveyor belt in real time from just one annotated frame. How SAM 2 auto-generates labels, how YOLO11 nano detects and counts, what the GitHub code does, farm use-case ideas, and a setup guide.
A beginner-friendly, visual guide to using the DeepSeek API with Codex (OpenAI's AI coding assistant). One-click setup script, manual config (models.json / config.toml), usage in Codex CLI / ChatGPT desktop / VS Code, and session history caveats — based on the official docs.
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 beginner-friendly complete guide to Cloudflare OS, open-sourced by Cloudflare in August 2026. The 5 capabilities (Ask / Make / Build / Run / Share), zero-access security via Gatekeeper, internal code-review AI results (250K issues detected, 16K merge blocks), and how to deploy the open-source version.
A complete guide to Muse Code, Meta's terminal-based coding agent. Async background agents, restart-safe runtime design, bundled skills (/plan, /grill, /goal), the coding-focused Muse Spark 1.2 model, and the GPU kernel optimization case study.
A beginner-friendly complete guide to Cloudflare Wallets, announced by Cloudflare in August 2026. The two-layer Account Wallet / Virtual Wallet structure, stablecoin payments via the x402 protocol, and how AI agents automatically purchase APIs and content. Includes 5 use cases, getting started, and FAQ.
DeepSeek announced V4 Flash official API public beta on July 31, 2026. Agent performance surpasses V4 Pro Preview with native support for Claude Code, Codex, OpenCode, OpenClaw, Hermes, and Reasonix. Pricing ($0.28/1M output), Responses API, Thinking Mode, and setup steps explained with official data.
A complete guide to Hermes Agent voice mode based on official docs. Three ways to use it — CLI hands-free, Telegram voice replies, Discord voice channels — plus free whisper+edge setup steps (macOS/Ubuntu), STT/TTS provider selection, system dependencies, and Nous Portal tips.
A complete guide to Numbat, open-sourced by Perplexity under Apache 2.0 in July 2026. A monitoring/detection/blocking layer for multi-agent setups (Codex, Claude Code, OpenClaw). Local CEL rule engine, pre-execution blocking, forensic reconstruction, and single-Go-binary deployment — explained from the official X announcement and GitHub README.
A comprehensive guide to Google's XLS (Accelerated HW Synthesis). Learn how this open-source HLS toolchain auto-generates synthesizable Verilog/SystemVerilog from functional descriptions written in the Rust-like DSLX — covering architecture, full pipeline, key tools (interpreter/ir_converter/opt/codegen), and how to get started via Colab, binaries, or source build. Based on the official GitHub README and documentation.
Moonshot AI released Kimi K3 (2.8T, the world's first 3T-class open model, KDA attention, Terminal-Bench 88.3%) in July 2026. Also covers the community tiny version (0.18B, 700MB, runs on ordinary PCs), how the architecture is preserved, and the current state of the GGUF version (IQ1_S, 527GB) — with real HuggingFace and X data.
A complete guide to Google's Ads Transparency Center (adstransparency.google.com). Just enter a company name or website URL to see every ad creative they've run across Google, YouTube, and Discover. Verified with ~800K Amazon ads. Competitor research applications, what you can/can't learn, and FAQ — all explained for beginners.
A complete guide to Paseo — the open-source orchestrator that lets you control 35+ AI coding agents (Claude Code, Codex, OpenCode and more) from desktop, mobile (iOS/Android), web or CLI. Architecture, mobile control, Git worktree isolation, comparison with OpenCode / Claude Desktop / Codex App, and setup.
Poolside released Laguna S 2.1 on July 21, 2026 — 118B total/8B active MoE, 1M context, thinking mode. Reverses DeepSeek-V4-Pro-Max (1.6T) across 6 benchmarks including Terminal-Bench 2.1 (70.2%) and SWE-Bench Multilingual (78.5%). Full score comparison, thinking-mode effects, local operation, and API pricing for beginners.
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.
Compare OpenShip's self-hosted mail server with Postmark, SendGrid, Resend, and Mailgun using the 80K-emails-a-week example. How to save $3,780+/year, the honest downsides, and setup steps — explained for beginners.
A beginner guide to TrustMRR by Marc Lou. How to browse Stripe-verified startup revenue data for free, how to list your startup for sale, API/MCP server usage, pros & cons, and pricing.
A complete guide to Hyra-1.0 (Hunyuan Research Agent) by Tencent Hunyuan. The next-gen AI agent achieving results across diverse domains with Recursive Self-Improvement (RSI) — automated research, AI for Science, math, drug discovery, quantum computing, games, and music.
A complete guide to WorldMonitor (63,700+ GitHub stars). All features and usage of the real-time world intelligence dashboard integrating 500+ news feeds, 56 map layers, 29 stock exchanges, and 65+ data sources.
InternScience released Agents-A1 (35B MoE, Apache-2.0) — a compact model that beats GPT-5.5 and DeepSeek-V4 on science research and instruction following. Benchmark comparison tables, use cases, pros/cons, and how to try it, explained for beginners.
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.
An beginner-friendly explanation of Agentic Engineering coined by Karpathy and how it differs from vibe coding. How Google Agents CLI injects 7 skills for end-to-end build→evaluate→deploy, with official screenshots.
A complete guide to 12 free AI agent courses from Hugging Face, Microsoft, Andrew Ng, UC Berkeley, Kaggle × Google, LangChain, and Anthropic — with real screenshots. From beginner to university level, plus goal-based learning routes.
A complete guide to running the uncensored, Hermes-specialized multimodal MoE model based on Alibaba Qwen3.6 on your home PC. Required specs, setup steps, and recommended quantization — for beginners.
An in-depth beginner-friendly comparison of AI agent design patterns — Loop (ReAct) vs Graph (LangGraph). Pros, cons, comparison table, the honest answer to "Is loop engineering dead?", and a step-up roadmap.
A beginner guide to KTransformers — the CPU-GPU collaboration framework that runs DeepSeek-R1-class giant MoE models on just 24GB VRAM. How it works, required hardware (GPU/RAM), installation, and recommended setups.
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 beginner-friendly guide to OmniRoute. How the gateway connecting 231+ AIs (50+ free) works, how to connect it to Claude Code, 15–95% token compression, differences from OpenRouter, pros & cons, and recommended usage.
A complete guide to Granola — the AI notepad that completes your rough meeting notes into perfect minutes without a bot. Pricing (free unlimited meetings), comparison with Otter/Fathom/Fireflies, pros & cons, and best uses.
A beginner-friendly guide to combining Blender MCP and Hermes Agent to instruct AI-powered 3D modeling with natural language. From installation to practical use — free to start.
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 beginner-friendly guide to chat4000, the native chat app for OpenClaw and Hermes. Free, no account required, full E2E encryption, one-command setup, and access your AI agent from the lock screen via the iPhone Action Button.
With the release of Raft 1.0, a beginner guide to the platform where humans and AI agents collaborate in channels. Mechanism, pricing, Claude/Codex/Hermes integration, and how to start.
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.
Originkit is a free animation component library. Add 50 animated UI parts via copy-paste, Framer, or MCP. Beginner-friendly: from copying from the website to MCP connection for Cursor and Claude Code, with actual screens.
Bonsai 27B is an ultra-compressed AI model by PrismML. Using 1-bit/ternary quantization, it runs a 27B parameter model in just 3.9GB on an iPhone. No cloud needed, privacy-safe, works offline. This guide explains why it's amazing, how it differs from conventional models, and how to actually use it — with real-device info.
scroll-world is an agent skill for Claude Code/Codex that auto-generates "3D worlds where the camera flies as you scroll." Built on Higgsfield, it creates Apple-product-page-style effects in minutes. Usage and generation steps explained for beginners.
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.
A complete guide to Buffer — the social media scheduling and analytics tool. Queue posts to X, Instagram, LinkedIn, Facebook, TikTok, Pinterest, Mastodon, Bluesky, Threads and YouTube. Pricing (free plan), Typefully comparison, and setup steps.
A complete guide to the First Customer Finder skill for OpenAI Codex. Discover evidence-backed prospects from public signals and output an HTML report. Includes Japan-market customization (X lang:ja, note.com, Qiita) and practical Hermes Agent tips.
A beginner guide to automatically collecting Japanese startup and prospect information with OpenAI Codex CLI and Hermes Agent. From installation to practical prompts and how to divide the work.
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 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 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 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 breakdown of OpenCode v1.17.19 — the open-source terminal AI coding agent. Smarter model routing, smoother desktop app v2, clearer terminal UX, and safer usage stats. How it compares to Claude Code and Pi.
A complete guide to the 13 best tools for launching a startup from zero. OpenCode Go (coding), Supabase (backend), Vercel (deploy), Stripe (payments), GitHub (version control) — most are free. With homepage screenshots, beginner-friendly.
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 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 Unsloth's NVFP4 quantized Qwen3.6 models. Qwen3.6-27B runs in 24GB VRAM; 35B-A3B hits 17,561 tok/s. Setup via Unsloth Studio, llama.cpp, and vLLM, plus thinking/non-thinking mode and MTP fast inference — for beginners.
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 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 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 full comparison of OpenAI GPT-5.6 Sol, Terra and Luna. API pricing, ChatGPT plan availability, benchmark scores, context window, best model by use case, and cost vs Claude Fable 5 and DeepSeek V4 Flash.
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 SWE-1.7 by Cognition (developer of Devin). A next-gen coding AI RL-trained on Kimi K2.7. 1000 tokens/sec extreme speed, benchmark performance approaching Opus 4.8, best cost-performance. From free Devin usage to CLI/Desktop setup.
A complete guide to the "10 websites that make money while you sleep" post with 15K views on X. Sell one-page sites with Carrd, PDFs and templates with Gumroad, online courses with Teachable — passive income beginners can start today, with screenshots.
A visual breakdown of Anthropic's groundbreaking analysis of ~400K Claude Code sessions. Non-engineer roles achieve nearly identical success rates, debugging time halved, task value up 25%. Decoding the future of AI coding.
Explains the risks of unofficially reusing DJI 4G modules, and compares safe alternatives: GL.iNet Mudi 7 (5G + Wi-Fi 7), Beryl 7, Raspberry Pi Zero 2 W + 4G HAT, and Onion Omega2 LTE. OpenWrt setup steps for beginners included.
A complete guide to xAI's Grok 4.5: Opus 4.8-equivalent performance at 1/4 the cost. Benchmark and pricing comparisons with DeepSeek V4 Flash, Fable 5, and GPT-5.5. Token efficiency 4.2x vs Opus.
A complete guide to TypeScript 7.0, released July 8, 2026. How to install the 10x-faster Go-rewritten tsc (portasgo), run old and new versions in parallel, use --checkers parallel builds, breaking changes, and whether Go-native tsc will become mandatory.
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.
A complete answer to "Which memory should I use for AI agents?" Comparing GBrain (by YC CEO Garry Tan), Honcho (Hermes Agent default), and Obsidian (the classic). Also covers Shubham Saboo's viral "Taste Index" concept. Best combinations and setup for beginners.
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 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 Gumroad — sell digital products worldwide for free with no monthly fee. From account setup to selling and payouts, explained for beginners in Japan. Fee breakdown and sales-growth strategies included.
Compare 5 overseas creator platforms similar to note. KaryaKarsa (the note of Southeast Asia), Ghost (full control), Ko-fi (tips-focused), Medium (best discovery), and Substack (newsletter monetization) — features, fees, and how to choose, explained for beginners.
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 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.
"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 'Getting Started with Loops' — the four loop types (Turn-based, Goal-based, Time-based, Proactive), how to use /goal, /loop and /schedule, plus tips for code quality and token management. 2.16M views, 22K bookmarks.
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 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 beginner guide to "The Fable Loop Library: 25 Workflows on Autopilot" by Machina (@EXM7777). Loop basics, differences from Loop Library, overview of all 25 workflows, and real setup steps.
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 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 complete guide to Alibaba's JavaScript GUI agent — embed an AI assistant controllable by natural language into any website with a single script tag. 7 concrete use cases, comparison with browser-use, security and limitations.
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 the viral "so fast they added a delay" voice AI stack from the HuggingFace research team. NVIDIA Parakeet (STT), Gemma 4 31B on Cerebras (LLM), and Qwen3TTS GGML (TTS) — component specs and setup for beginners, plus Reachy Mini specs and how to start from $2 with HuggingFace Inference Providers.
A complete guide to Menlo Research's fully open-source humanoid robot 'Asimov 1.' 120cm, 35kg, 25 DOF specs — how to order with a $499 deposit, the unique 10-person batch system, 50-100 hour assembly process, required skills and tools, ROS 2 setup, and everything from purchase to operation. Also compares with Unitree G1/R1.
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 Claw3D, which visualizes OpenClaw / Hermes Agent AI agents in a 3D virtual office. From installation to demo mode, OpenClaw integration, and Hermes integration — all explained for beginners. MIT licensed, completely free.
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 Typefully, an AI-powered social post manager. What the free plan (15 posts/mo) includes, pricing comparison, how to start, vs 5 alternatives, and pros and cons. A writing-focused tool that excels at X threads.
A thorough comparison of Hermes Agent's three extension mechanisms (Plugin, Skill, MCP). From official doc definitions to choosing by use case, explained for beginners with real examples like Converse Mode, WordPress integration, and automated reports.
A deep analysis of 262 official user stories from Nous Research. Five use cases — dev workflows, personal assistant, business operations, cost optimization, and enterprise — presented with real user voices.
A complete guide to using 224+ free LLM APIs at zero cost via freellm.net and awesome-freellm-apis. How to choose no-credit-card providers like Groq, NVIDIA NIM, Google Gemini, and configure them in Cursor, Codex, Claude Code, and Hermes.
A complete guide to Ornith-1.0 by DeepReinforce. Beats Claude Opus 4.7 on Terminal-Bench 2.1, achieves SWE-Bench 82.4. Full comparison of 9B/35B/397B variants, self-scaffolding technology, and how to start with Ollama.
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 Qwen-AgentWorld by the Alibaba Qwen team. What is the "world model" that surpasses GPT-5.4 and Claude Opus 4.8? From the mechanism simulating 7 environments to the new paradigm of AI agent learning, explained for beginners.
A complete guide to TimesFM 2.5, Google Research's time-series forecasting foundation model. 200M parameters, zero-shot forecasting, BigQuery ML integration, 8 industry use cases, and comparison with ARIMA/Prophet — for beginners.
A complete review of Blueprint.am — "Claude for Hardware." Describe hardware in natural language and get wiring diagrams, BOMs, and assembly instructions auto-generated. Usage, pricing, and pros/cons of this free AI tool from 3E8 Robotics, tested hands-on.
The paradigm shift from "writing prompts for AI" to "designing loops where AI runs on its own." Loop engineering basics, the 5-stage loop, and practical methods — fully explained for beginners.
A complete comparison of 5 major AI coding agents: Cursor, Claude Code, Codex, Hermes Agent, and Sakana Fugu. Find the best agent for your development style.
A complete guide to Hermes Agent — the fully open-source AI agent framework by Nous Research, written by an AI running on Hermes Agent itself. Setup, features, pros & cons, and who should use it.
A complete comparison of Hermes Agent's 9 memory providers — Honcho, Mem0, Hindsight, Holographic, ByteRover and more. Features, pricing, and setup for each, so you can find the best memory system for your needs.
A full comparison of Hermes Agent and Cursor across price, features, autonomy, setup difficulty, and data sovereignty. Includes type-based recommendations and a pro-tested optimal combo workflow.
Claude Code ($1,200/year), Cursor ($720/year), and Lovable ($300/year) — all free. A complete guide to FreeBuff, run on ad revenue. How it's free, its 3 products (CLI/Web/Chat), and how to start.
A thorough review of ABLENET VPS, a domestic VPS with Windows Server support. 28 years of operation, FX automated trading (MT4/MT5) compatible, 10-day free trial, plan comparison, and how it differs from competitors. Must-read for anyone seeking Windows VPS.
A complete review of KAGOYA CLOUD VPS, the domestic VPS usable from ¥20/day. NVMe SSD storage, the unique daily-billing + monthly-cap system, and game-server specialization. A must-read for anyone who wants to pay only for days they use.
Cursor offers students a free 1-year Pro plan. Complete guide to eligibility, application steps, and important notes for university and grad students learning to code.
A thorough review of the GMKtec M8 mini PC with AMD Ryzen 5 PRO 6650H. We test the OCuLink, USB4, and dual 2.5GbE LAN, and benchmark local AI model execution. Impressive for the ~¥50k range.
GMKtec M8 (Ryzen 5 6650H) vs Minisforum UM690L (Ryzen 9 6900HX) — a complete comparison on local AI execution, OCuLink, and value. Recommendations by budget.
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 connecting an external GPU (eGPU) via the GMKtec M8's OCuLink port. How to choose an RTX 4060, setup steps, and local AI performance gains. How to turn a mini PC into an AI workstation.
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.
AI fully automates influencer campaigns at agency quality for $99/mo + 5%. Creator discovery, negotiation, management, and payments — all in 5 steps.
A comparison of Chinese cloud providers available in Japan: Alibaba Cloud, BytePlus, and Tencent Cloud. Covers Japan data centers, AI models, and pricing in detail.
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.
A complete comparison of 6 domestic VPS providers across pricing, specs, speed, and support. Budget-based recommendations starting from ¥296/month.
Xiaomi MiMo-V2.5 series: natively processes images, video, and audio at exactly the same price as DeepSeek V4 Flash. Pricing, performance, and how to get started, plus hands-on impressions from actually testing the API.
Complete comparison of API pricing per 1M tokens for DeepSeek V4 Flash, MiMo-V2.5, GPT-5.4, Claude Sonnet 4.6, and Gemini 3 Flash. Also covers how to maximize DeepSeek and MiMo for $25/month.
An in-depth review of Hostinger's pricing, speed, support, and features starting at $2.69/month. Japanese chat support, 30-day money-back guarantee, and why it's best for beginners.
A complete comparison of the 3 major AI assistants — ChatGPT, Claude, and Gemini — from free to paid plans. Pricing, performance, and strengths fully explained.
A complete comparison of Squarespace and WordPress (WP Engine) across design, pricing, SEO, and ease of operation. Find the best website building platform for you.
A comparison of 7 AI smart glasses models centered on Ray-Ban Meta launched in Japan in May 2026. Includes Even G2, XREAL, Linse, and more with purpose-based recommendations.
A complete comparison of the best overseas hosting for WordPress blogs across speed, price, support, and features. Which is best for beginners?