How AI and high-resolution X-ray imaging are helping researchers read carbonized Herculaneum papyrus scrolls buried by the eruption of Vesuvius, and why it matters for classical texts and digital archaeology.
A practical guide to the five backend modes supported by the MinerU 3.4 CLI, including where each mode runs, GPU requirements, and when to use pipeline, hybrid-engine, vlm-engine, hybrid-http-client, or vlm-http-client.
A practical introduction to Leonardo.Ai, covering its positioning, main features, basic workflow, API capabilities, pricing model, and relationship with Canva.
An introduction to Virtue AI, its product positioning, enterprise integration path, and the latest relationship between Meta and the Virtue AI team in June 2026.
A practical LMCache guide: when KV Cache reuse is worth adding, how to run LMCache with vLLM MP mode, how to test cache hits, and what to check before production, including memory, chunk size, hit ratio, and observability metrics.
A practical guide to Gemini API Computer Use: how to enable computer_use through the Interactions API, why Playwright or another client execution layer is still required, and which safety boundaries matter when building browser automation agents.
Run Qwythos-9B-Claude-Mythos-5-1M with vLLM, SGLang, or Transformers. Learn its VRAM limits, 1M-context tradeoffs, and tool-calling use cases.
Install Ponytail for Codex, Claude Code, Gemini CLI, and other AI coding agents to reduce overengineering, reuse existing code, and keep changes small.
A practical MyLens AI onboarding guide: how to sign up, install the Chrome extension, import PDFs, webpages, YouTube links, images, and spreadsheets, and generate interactive AI visual diagrams with traceable sources.
A practical guide to installing and using SakanaAI Fugu: how to install it with a one-line curl command, start it with codex-fugu, and decide which Codex development tasks are suitable for Fugu.
Set up Cloudflare Tunnel with cloudflared and a public hostname to expose local web services without a public IP, port forwarding, or open inbound ports.
An explanation of UAPI.15 OSC 3008 Hierarchical Context Signalling: what it does, what data it sends, where systemd uses it, and how to troubleshoot or disable garbage output in incompatible terminals.
Install Codebase Memory MCP on Windows, macOS, or Linux, enable automatic indexing, open its UI, and connect persistent code search to AI coding agents.
A practical guide to penpot/penpot: what it is, when it fits, where to start self-hosting, design systems, Inspect Mode, and deployment boundaries for team collaboration.
Install OpenMontage with Python, FFmpeg, and Remotion to build an agent-driven video pipeline for scripts, assets, voice-over, and composition.
A practical guide to tw93/Pake: installation, command-line packaging, custom icons and window size, local development, and build commands for wrapping frequently used websites as lightweight desktop apps.
A practical guide to microsoft/markitdown: what it does, supported formats, installation commands, CLI usage, Python API, Docker usage, plugins, and limitations.
A beginner-friendly Godot 4.x tile map guide covering TileSet, TileMapLayer, layered maps, tile collisions, Terrain auto-connection, and how to use Codex to write map interaction code.
Before connecting Gmail, Drive, Calendar, or BigQuery to ChatGPT, check data use, Memory, OAuth scopes, Google Workspace admin approval, and common setup failures.
If you already work comfortably in VS Code, you do not need to rely on the standalone Codex App. This guide sets up a practical Godot 4.x workflow with VS Code, godot-tools, the Codex extension, and Git for a small 2D top-down shooter prototype.
Run Codex CLI with Ollama, LM Studio, OpenRouter, or another local model. Configure --oss, model_provider, wire_api, and separate Codex profiles.
A practical summary of Jason's guide to Codex's three computer-use surfaces: what Computer Use, the Chrome extension, and the in-app browser are for, how to install and trigger them, and how Appshots provide context.
A practical guide to OpenAI-compatible Chat Completions APIs: configuring BASE_URL and OPENAI_API_KEY, organizing messages, tools, tool_choice, and stream, and understanding non-streaming and streaming responses.
Notes from a WD Community thread about My Cloud PR4100 / PR2100 serial console access: 3.3V USB-UART, 4-pin JST pinout, crossed TX/RX wiring, 115200 8N1 settings, and why VCC must never be connected.
MeiGen-AI/MultiTalk is an audio-driven multi-person conversational video generation project with support for single-person and multi-person generation, TTS, low-VRAM inference, LoRA acceleration, quantization, and Gradio.
MeiGen-AI/InfiniteTalk is an audio-driven video generation project that supports video-to-video and image-to-video workflows for long-form lip sync, expression, and pose synchronization.
A guide to the iptv-org/iptv GitHub project: public IPTV M3U playlist URLs, EPG entry points, channel database, region/language filters, and notes for VLC, IINA, and PotPlayer.
Holo 3.1 is H Company’s local computer-use Agent model. This guide covers Holo 3.1 GGUF downloads, starting an OpenAI-compatible service with llama.cpp, configuring API Base URL in OpenClaw, and browser automation skills.
Verifying the origin, timing, internal consistency and official cross-checkable content of CLAUDE-FABLE-5.md on GitHub explains why the sample of third-party hints cannot be directly equated with the Anthropic production system.
A practical guide to deploying and using DiffusionGemma locally: starting an OpenAI-compatible service with vLLM, testing it with curl, understanding diffusion parameters, hardware requirements, and deployment boundaries.
A comparison of AI memory systems including Mem0, Letta, Zep/Graphiti, Cognee, Memobase, AgentMemory, Text2Mem, ReMe, and memU, and the scenarios each one fits best.
A case study of AI-assisted hardware function analysis using the WD PR2100 motherboard: how to break down the problem from photos, identify features, build an evidence chain, and turn J12, J7, and J50 interface guesses into testable validation steps.
Set up Codex Hooks for lifecycle events, prompt privacy checks, tool-call review, session logging, team rules, and validation before or after Codex actions.
A defensive overview of HTTP/2 Bomb (CVE-2026-49975): how HPACK amplification and HTTP/2 flow-control stalling can exhaust memory, what server-side implementations may be affected, and how to mitigate exposure.
A practical overview of datascale-ai/opentalking: not a single digital human model, but a real-time digital human conversation framework that connects front-end interaction, LLM, TTS, STT, WebRTC, avatar assets, and pluggable inference backends.
Use Apple’s 2025 Form 10-K to demonstrate financial-data extraction, source-linked evidence, counter-hypotheses, and manual review with Claude Fable 5—without treating AI output as investment advice.
Fix Antimalware Service Executable high CPU safely by finding scan triggers, rescheduling scans, and limiting Defender exclusions to trusted folders.
Learn how Claude's rolling 5-hour usage limit and weekly cap work, why Claude Code consumes quota faster, and where to check your actual reset time.
Learn how to prompt Claude Fable 5 for long tasks and agent workflows, including effort settings, progress checks, boundaries, sub-agents, and migration notes.
A practical reading of Anthropic's Claude Fable 5 product page, covering use cases, API access, pricing, safety fallback, 30-day data retention, and enterprise considerations.
A concise overview of Anthropic's Claude Fable 5 and Claude Mythos 5 release: capability positioning, safety routing, restricted access, data retention, pricing, and subscription availability.
Use MinerU to parse PDFs, Office files, scans, tables, formulas, and images into Markdown or JSON for RAG, knowledge bases, and document AI workflows.
A practical guide to Understand Anything, covering installation, common commands, Dashboard usage, and typical workflows for understanding unfamiliar codebases with knowledge graphs.
Install academic-research-skills in Claude Code, run a small literature review, verify citations and output files, troubleshoot missing plugins and shell-hook errors, and uninstall safely.
Configure web, GitHub, YouTube, Bilibili, and other data channels for command-line agents, starting with a safe preview, installation, doctor checks, and login-risk controls.
Install career-ops, configure a truthful CV, target roles, and company list, then use Codex or Claude Code for role evaluation, CV tailoring, PDF generation, and application tracking.
Self-host Open Notebook with Docker Compose, secure its encryption key and database credentials, configure cloud or local models, and validate the deployment through container status, logs, and test sources.
Set up Headroom to compress AI agent context, logs, tool output, and RAG snippets for Claude Code, Codex, Cursor, and MCP while reducing token use.
A practical Docker Compose guide for deploying a private Joplin Server, covering PostgreSQL, APP_BASE_URL, admin initialization, user activation, client sync, HTTPS reverse proxy, and backups.
A practical look at Google Gemma 4 12B: whether it can run locally on a 16GB machine, whether beginners should try LM Studio, Ollama, or Google AI Edge Gallery, and how local multimodal models differ from cloud models.