https://ngosangns-knowledge-base.pages.dev ngosangns Knowledge Base https://ngosangns-knowledge-base.pages.dev/Technology/AI/Resources/LLM%20Learning%20Resources https://ngosangns-knowledge-base.pages.dev/Technology/AI/Resources/LLM%20Learning%20Resources Tue, 03 Nov 2026 00:00:00 GMT Curated links for learning LLMs, covering prompt engineering, RAG, fine-tuning, LangChain, and model internals. https://ngosangns-knowledge-base.pages.dev/Technology/AI/Tools/Agents/Agent%20Infrastructure%20And%20Platforms https://ngosangns-knowledge-base.pages.dev/Technology/AI/Tools/Agents/Agent%20Infrastructure%20And%20Platforms Tue, 03 Nov 2026 00:00:00 GMT Curated list of sandboxes, runtimes, orchestration platforms, and infrastructure frameworks for running AI agents. https://ngosangns-knowledge-base.pages.dev/Technology/AI/Tools/Agents/Agent%20Reach https://ngosangns-knowledge-base.pages.dev/Technology/AI/Tools/Agents/Agent%20Reach Tue, 03 Nov 2026 00:00:00 GMT Agent Reach (Panniantong/Agent-Reach, MIT) is a Python CLI that gives coding agents read commands for web and social channels. Checked 3 November 2026, version 1.6.1 matches the latest release, and the PyPI package agent-reach is a different project. https://ngosangns-knowledge-base.pages.dev/Technology/AI/Tools/Agents/AI%20Coding%20Productivity%20Tools https://ngosangns-knowledge-base.pages.dev/Technology/AI/Tools/Agents/AI%20Coding%20Productivity%20Tools Tue, 03 Nov 2026 00:00:00 GMT Curated list of agent skills, context-engineering and compression tools, browser automation for agents, and other productivity tools for coding agents. https://ngosangns-knowledge-base.pages.dev/Technology/AI/Tools/Agents/BrowserOS https://ngosangns-knowledge-base.pages.dev/Technology/AI/Tools/Agents/BrowserOS Tue, 03 Nov 2026 00:00:00 GMT BrowserOS (browseros-ai/BrowserOS, AGPL-3.0) is a Chromium monorepo that ships BrowserOS neo for agents and BrowserOS for people. Checked 3 November 2026, the newest GitHub release is BrowserOS neo v0.52.0, and neither app was installed. https://ngosangns-knowledge-base.pages.dev/Technology/AI/Tools/Agents/Gstack https://ngosangns-knowledge-base.pages.dev/Technology/AI/Tools/Agents/Gstack Tue, 03 Nov 2026 00:00:00 GMT gstack (garrytan/gstack, MIT) is Garry Tan's skill pack that adds review, QA, and release commands to coding agents. Checked 3 November 2026, main VERSION is 1.93.21.0, the newest GitHub release is v1.92.55.0, and the pack was not installed. https://ngosangns-knowledge-base.pages.dev/Technology/AI/Tools/Agents/OpenDuet https://ngosangns-knowledge-base.pages.dev/Technology/AI/Tools/Agents/OpenDuet Tue, 03 Nov 2026 00:00:00 GMT OpenDuet (CopilotKit/OpenDuet, MIT) is an early self-hosted template for a proactive agent, built on a vendored OpenBot tree, with mail triage and a morning brief, and the server refuses to start without a CopilotKit Intelligence key. https://ngosangns-knowledge-base.pages.dev/Technology/AI/Tools/Agents/OpenMausBot https://ngosangns-knowledge-base.pages.dev/Technology/AI/Tools/Agents/OpenMausBot Tue, 03 Nov 2026 00:00:00 GMT OpenMausBot (milind-soni/OpenMausBot, Apache-2.0) is a local-first chat app that runs a team of coding-agent bots. Checked 3 November 2026, main is package 0.1.139, the newest GitHub release and npm latest are 0.1.138, and the app was not installed. https://ngosangns-knowledge-base.pages.dev/Technology/AI/Tools/Agents/OpenWorker https://ngosangns-knowledge-base.pages.dev/Technology/AI/Tools/Agents/OpenWorker Tue, 03 Nov 2026 00:00:00 GMT OpenWorker (andrewyng/openworker, MIT) is a local desktop AI coworker with a Python server and a Tauri shell. Checked 3 November 2026, the Tauri config and Python package on main say 0.3.4, the newest GitHub release is v0.3.1, and PyPI openworker is 0.0.1. https://ngosangns-knowledge-base.pages.dev/Technology/AI/Tools/AI%20Saas%20Tools https://ngosangns-knowledge-base.pages.dev/Technology/AI/Tools/AI%20Saas%20Tools Tue, 03 Nov 2026 00:00:00 GMT Directory of AI SaaS applications for AI workspaces, document handling, research, PDF chat, and document and subtitle translation. https://ngosangns-knowledge-base.pages.dev/Technology/AI/Tools/Data/Brave%20AI https://ngosangns-knowledge-base.pages.dev/Technology/AI/Tools/Data/Brave%20AI Tue, 03 Nov 2026 00:00:00 GMT Brave's AI page covers Ask Brave, the Leo browser assistant, and the Brave Search API. The API serves its own index at $5 per 1,000 search requests, with $5 of free credit a month. https://ngosangns-knowledge-base.pages.dev/Technology/AI/Tools/Data/Data%20Tools https://ngosangns-knowledge-base.pages.dev/Technology/AI/Tools/Data/Data%20Tools Tue, 03 Nov 2026 00:00:00 GMT Curated tools for analytics and tabular ML, document processing, and knowledge or data management. https://ngosangns-knowledge-base.pages.dev/Technology/AI/Tools/Data/Exa https://ngosangns-knowledge-base.pages.dev/Technology/AI/Tools/Data/Exa Tue, 03 Nov 2026 00:00:00 GMT Exa is a paid web index and retrieval API for agents. Search starts at $4 per 1,000 requests, contents at $1 per 1,000 pages, and a new account gets $10 in credits each month. https://ngosangns-knowledge-base.pages.dev/Technology/AI/Tools/Data/Nemotron%20Parse%202.0 https://ngosangns-knowledge-base.pages.dev/Technology/AI/Tools/Data/Nemotron%20Parse%202.0 Tue, 03 Nov 2026 00:00:00 GMT NVIDIA Nemotron Parse 2.0 is an OpenMDW-1.1 vision-encoder-decoder under 1 billion parameters that turns a document image and a task prompt into text, layout classes, and bounding boxes. The Hub card names nvidia/Nemotron-3.5-Parse as the newer model. https://ngosangns-knowledge-base.pages.dev/Technology/AI/Tools/Data/SearXNG https://ngosangns-knowledge-base.pages.dev/Technology/AI/Tools/Data/SearXNG Tue, 03 Nov 2026 00:00:00 GMT SearXNG is an AGPL-3.0 metasearch engine you host yourself. It queries other engines, including Brave, Exa, Google, and Bing, and it does not keep a user profile. https://ngosangns-knowledge-base.pages.dev/Technology/AI/Tools/PostClaw https://ngosangns-knowledge-base.pages.dev/Technology/AI/Tools/PostClaw Tue, 03 Nov 2026 00:00:00 GMT PostClaw is Cassau, LLC's hosted social scheduler at postclaw.fun. The marketing site is Astro 5.18.1, the about page says a Go backend and a React app, and the pricing page lists Free, Connect at $10, Pro at $20, and Business at $50. https://ngosangns-knowledge-base.pages.dev/Technology/AI/Write%20Ups/Learn%20Harness%20Engineering https://ngosangns-knowledge-base.pages.dev/Technology/AI/Write%20Ups/Learn%20Harness%20Engineering Tue, 03 Nov 2026 00:00:00 GMT Learn Harness Engineering is WalkingLab's MIT course on the files, checks, and session rules around a coding agent. The English site has 14 lectures and 8 projects, and the repo was last pushed on 22 October 2026. https://ngosangns-knowledge-base.pages.dev/Technology/Cloud%20And%20DevOps/Resources/On%20Call%20In%20Action https://ngosangns-knowledge-base.pages.dev/Technology/Cloud%20And%20DevOps/Resources/On%20Call%20In%20Action Tue, 03 Nov 2026 00:00:00 GMT On-Call In Action is Quan Huynh's English SRE book on incidents, alerting, SLOs, and on-call schedules, with Versus Incident as the worked example. The Kindle edition is ASIN B0F679DKJZ, published 17 May 2025. https://ngosangns-knowledge-base.pages.dev/Technology/Cloud%20And%20DevOps/Tools/DevOps%20Tools https://ngosangns-knowledge-base.pages.dev/Technology/Cloud%20And%20DevOps/Tools/DevOps%20Tools Tue, 03 Nov 2026 00:00:00 GMT Curated DevOps tooling across GitOps and IaC, systemd and server management, self-hosted deployment platforms, incident management and Cloudflare helpers. https://ngosangns-knowledge-base.pages.dev/Technology/AI/Tools/Agents/Pstack https://ngosangns-knowledge-base.pages.dev/Technology/AI/Tools/Agents/Pstack Mon, 02 Nov 2026 21:00:00 GMT pstack (cursor/plugins, MIT, v0.15.36) is Lauren Tan's Cursor plugin of markdown skills. poteto-mode matches one of 23 playbooks and the model follows that file. There is no router process. https://ngosangns-knowledge-base.pages.dev/Technology/AI/Tools/Agents/Claude%20Code%20Kits/Claude%20Ads https://ngosangns-knowledge-base.pages.dev/Technology/AI/Tools/Agents/Claude%20Code%20Kits/Claude%20Ads Mon, 02 Nov 2026 00:00:00 GMT Claude Ads (AgriciDaniel/claude-ads, MIT) is a Claude Code skill that audits paid-media accounts across 12 platforms from exported evidence, and keeps live account changes behind a mutation gate. https://ngosangns-knowledge-base.pages.dev/Technology/AI/Tools/Agents/Kanzo https://ngosangns-knowledge-base.pages.dev/Technology/AI/Tools/Agents/Kanzo Mon, 02 Nov 2026 00:00:00 GMT Kanzo (emanuele-em/kanzo, AGPL-3.0, v0.3.0) is a self-hosted kanban board and MCP server in one Rust binary, so a person and coding agents share the same local tasks. https://ngosangns-knowledge-base.pages.dev/Technology/AI/Tools/Agents/REA https://ngosangns-knowledge-base.pages.dev/Technology/AI/Tools/Agents/REA Mon, 02 Nov 2026 00:00:00 GMT REA (npm rea-agents 6.8.0, MIT) is a local CLI and MCP server that returns evidence for native binaries, JavaScript, Electron, .NET, Android, firmware, browsers, and other static formats. Checked 2 November 2026: GitHub lists 420,599 stars, the site is rea.tools, and main has commits after the 25 October 2026 npm release. https://ngosangns-knowledge-base.pages.dev/Technology/AI/Tools/Agents/Treg https://ngosangns-knowledge-base.pages.dev/Technology/AI/Tools/Agents/Treg Mon, 02 Nov 2026 00:00:00 GMT treg is an open-source tool catalog and credential-injecting proxy for AI agents — one token for 4,000+ priced API endpoints across 121 providers, plus a team's own keys, CLIs and skills, with $1 free credit and 0% markup. https://ngosangns-knowledge-base.pages.dev/Technology/Backend%20And%20Database/Concepts/GitHub%20Star%20History%20API https://ngosangns-knowledge-base.pages.dev/Technology/Backend%20And%20Database/Concepts/GitHub%20Star%20History%20API Mon, 02 Nov 2026 00:00:00 GMT GitHub thay endpoint liệt kê stargazers bằng endpoint trả tối đa 30 tuần đếm sao theo ngày, lọc dải created_at trước khi group; bài học chính là response nhỏ hơn không có nghĩa query rẻ hơn. https://ngosangns-knowledge-base.pages.dev/Technology/Backend%20And%20Database/Tools/PGX https://ngosangns-knowledge-base.pages.dev/Technology/Backend%20And%20Database/Tools/PGX Mon, 02 Nov 2026 00:00:00 GMT PGX (pgrundev/pgx, AGPL-3.0) is a Rust runtime that serves hundreds to thousands of isolated Postgres databases from one process by keeping a single Postgres 18.6-compatible engine, minting databases on connect and branching them with ZFS copy-on-write — built for CI, previews and agent sandboxes, explicitly not production. https://ngosangns-knowledge-base.pages.dev/Technology/Frontend/Tools/Looseleaf https://ngosangns-knowledge-base.pages.dev/Technology/Frontend/Tools/Looseleaf Mon, 02 Nov 2026 00:00:00 GMT Looseleaf (kevintngo/looseleaf, MIT) is a shadcn/ui-compatible React component library where every surface is paper and every line is a seeded SVG drawing — 123 components, 61 blocks and a static shadcn registry, installed as source rather than a dependency. https://ngosangns-knowledge-base.pages.dev/Technology/IoT/Resources/Jumper https://ngosangns-knowledge-base.pages.dev/Technology/IoT/Resources/Jumper Mon, 02 Nov 2026 00:00:00 GMT Jumper (KingKongRobotics/jumper, Apache-2.0) is a 22-joint crab robot from KingKong Robotics, with an open toolkit for skins, MuJoCo motion training, and scenes. https://ngosangns-knowledge-base.pages.dev/Technology/IoT/Tools/Gokino https://ngosangns-knowledge-base.pages.dev/Technology/IoT/Tools/Gokino Mon, 02 Nov 2026 00:00:00 GMT Gokino (gokino.dev) is a browser Arduino IDE that compiles sketches in the cloud, flashes boards over WebSerial, and meters an AI assistant with credits. https://ngosangns-knowledge-base.pages.dev/Technology/IoT/Tools/Learn%20Arduino https://ngosangns-knowledge-base.pages.dev/Technology/IoT/Tools/Learn%20Arduino Mon, 02 Nov 2026 00:00:00 GMT Learn Arduino (learn-arduino-red.vercel.app) is Dilum Sanjaya's free browser-based 3D course — 16 pre-wired Arduino Uno lessons with adjustable parameters, simulated code, serial output and a schematic view, in 13 languages, with no backend or account. https://ngosangns-knowledge-base.pages.dev/Technology/System%20Design/Resources/Sys0 https://ngosangns-knowledge-base.pages.dev/Technology/System%20Design/Resources/Sys0 Mon, 02 Nov 2026 00:00:00 GMT sys0.in is Rakesh K's system design course, still being written: a public syllabus of 19 modules, two lessons and two labs marked free, and a yearly founding membership. Checked 2 November 2026 from this network: the founding year was shown as ₫1,408,525, opening a lesson still asked for a Google sign-in, and payments go through Dodo Payments. https://ngosangns-knowledge-base.pages.dev/Technology/System%20Design/Resources/Syscraft https://ngosangns-knowledge-base.pages.dev/Technology/System%20Design/Resources/Syscraft Mon, 02 Nov 2026 00:00:00 GMT Syscraft is Nguyen Thanh Minh's hosted system design lab at syscraft.app: draw an architecture, run simulated traffic, and pass graded challenges. Checked 2 November 2026 without an account: the marketing page lists 7 topics and Pro at $9 a month through Lemon Squeezy, while the learn index lists 42 lessons and the challenge index lists 19. https://ngosangns-knowledge-base.pages.dev/Technology/System%20Design/Tools/Breakscale https://ngosangns-knowledge-base.pages.dev/Technology/System%20Design/Tools/Breakscale Mon, 02 Nov 2026 00:00:00 GMT MIT discrete-event system design simulator at breakscale.tech (workersio/breakscale). The browser, the VS Code webview, and the MCP server share one engine: 33 node kinds, 23 presets, and four challenges. Checked 2 November 2026: 1,953 stars, share links seal designs with AES-GCM and keep the key in the URL fragment, and the website also loads Vercel Analytics. https://ngosangns-knowledge-base.pages.dev/Technology/Testing/Resources/Future%20Of%20Software%20Testing https://ngosangns-knowledge-base.pages.dev/Technology/Testing/Resources/Future%20Of%20Software%20Testing Mon, 02 Nov 2026 00:00:00 GMT The Future of Software Testing is Katalon's manifesto and discussion series at thefutureofsoftwaretesting.com. Checked 2 November 2026: four named contributors, a September 2026 manifesto, two published articles, two titles still upcoming, and a how-to track marked coming soon. https://ngosangns-knowledge-base.pages.dev/Travel/Destinations/Vietnam/Highest%20Mountains%20Of%20Vietnam%20Rated https://ngosangns-knowledge-base.pages.dev/Travel/Destinations/Vietnam/Highest%20Mountains%20Of%20Vietnam%20Rated Mon, 02 Nov 2026 00:00:00 GMT Bảng điểm độ khó và độ đẹp của 7 nhóm đỉnh (18 tên núi) theo Trần Trung Hiếu, đối chiếu độ cao Wikipedia/Wetrek và các điểm lệch trong danh sách. https://ngosangns-knowledge-base.pages.dev/Travel/Guides/Flight%20Delay%20Insurance%20Volcanic%20Ash https://ngosangns-knowledge-base.pages.dev/Travel/Guides/Flight%20Delay%20Insurance%20Volcanic%20Ash Mon, 02 Nov 2026 00:00:00 GMT Lời kể một claim AIG sau khi Jakarta đóng cửa vì tro Anak Krakatau đầu tháng 9/2026: hãng hoàn 100% giá vé gốc theo chỉ đạo của Bộ GTVT cho chuyến bị hủy, còn 2.100.000 đồng mỗi 6 giờ là câu chữ quyền lợi trì hoãn trong bản Travel Guard đại lý (file 4/2024, footer Ver 10/2018). Bài không nêu số tiền thực nhận, tên gói hay mức trần. https://ngosangns-knowledge-base.pages.dev/Travel/Trips/Kazakhstan%20Kyrgyzstan%20Uzbekistan%20October https://ngosangns-knowledge-base.pages.dev/Travel/Trips/Kazakhstan%20Kyrgyzstan%20Uzbekistan%20October Mon, 02 Nov 2026 00:00:00 GMT Trip report một đoàn 7 người cuối tháng 10 (năm suy từ bài viết cho người đi tháng 11/2026): Kazakhstan, Kyrgyzstan và Uzbekistan, thuê Mercedes Transit 16 chỗ, tài xế Kyrgyzstan tên Tika, tiền mặt ở KZ và KG, cò taxi sân bay Almaty, SIM Beeline 6.000 tenge hết sóng ở KG, MedinaTown ở Tashkent và Kamila Prime ở Samarkand. Đã đối chiếu gói VNPT R500, phí thẻ Techcombank, ổ điện C/F và quy định pin sạc. https://ngosangns-knowledge-base.pages.dev/Technology/Frontend/Practices/Classroom%20Lifetime%20Badge https://ngosangns-knowledge-base.pages.dev/Technology/Frontend/Practices/Classroom%20Lifetime%20Badge Sun, 01 Nov 2026 00:00:00 GMT Viclass plan-time chip on the top-left classroom pill. It counts down the owner's session_duration, and on 1 November 2026 the full-round corner classes are uncommitted while the pane-toolbar commit keeps only the placement comment. https://ngosangns-knowledge-base.pages.dev/Technology/System%20Design/Resources/GonnaCrash https://ngosangns-knowledge-base.pages.dev/Technology/System%20Design/Resources/GonnaCrash Sat, 31 Oct 2026 00:00:00 GMT 200Lab's free browser game at systemdesign.200lab.io. You place components, the server simulates the traffic, and a level passes only inside its success, latency, and budget limits, with up to three stars for a cheaper design. https://ngosangns-knowledge-base.pages.dev/Travel/Destinations/International/China https://ngosangns-knowledge-base.pages.dev/Travel/Destinations/International/China Sat, 31 Oct 2026 00:00:00 GMT Cẩm nang thực tế cho du lịch tự túc Trung Quốc - ứng dụng, thanh toán, SIM, đi lại, chi phí https://ngosangns-knowledge-base.pages.dev/Travel/Destinations/International/China%20Itineraries https://ngosangns-knowledge-base.pages.dev/Travel/Destinations/International/China%20Itineraries Sat, 31 Oct 2026 00:00:00 GMT Tường thuật chuyến đi và ý tưởng lộ trình Trung Quốc từ cộng đồng - Vân Nam, Tây Tứ Xuyên, cửa khẩu, và chuyến 10 ngày Hà Khẩu–Shangri-La–Á Đinh https://ngosangns-knowledge-base.pages.dev/Travel/Destinations/International/China%20Visa https://ngosangns-knowledge-base.pages.dev/Travel/Destinations/International/China%20Visa Sat, 31 Oct 2026 00:00:00 GMT Ghi chép visa du lịch Trung Quốc - đi qua đại lý so với tự nộp hồ sơ L30 tại TP.HCM. Khứ hồi Hà Nội–Hà Khẩu về Việt Nam không thuộc miễn visa transit 240 giờ https://ngosangns-knowledge-base.pages.dev/Travel/Trips/Hekou%20Shangri-La%20Yading%20October https://ngosangns-knowledge-base.pages.dev/Travel/Trips/Hekou%20Shangri-La%20Yading%20October Sat, 31 Oct 2026 00:00:00 GMT Trip report solo tự túc 22–31/10, Hà Nội–Hà Khẩu–Côn Minh–Shangri-La–Đạo Thành–Á Đinh–Hổ Khiêu Hiệp–Lệ Giang, khoảng 16 triệu. Bài không ghi năm; cửa Á Đinh miễn phí khớp đợt miễn vé 1/8–31/10/2026. Đã đối chiếu ga tàu, hai cái tên Shangri-La, độ cao và giờ cắt cung dài. https://ngosangns-knowledge-base.pages.dev/Technology/Career/Concepts/Growth%20Management https://ngosangns-knowledge-base.pages.dev/Technology/Career/Concepts/Growth%20Management Thu, 29 Oct 2026 00:00:00 GMT What growth management is — Sean Ellis' growth hacking origins, AARRR vs growth loops, North Star metrics, high-tempo experimentation, growth team structures, and the PMF test. https://ngosangns-knowledge-base.pages.dev/Technology/Career/Concepts/Product%20Management https://ngosangns-knowledge-base.pages.dev/Technology/Career/Concepts/Product%20Management Thu, 29 Oct 2026 00:00:00 GMT What product management is, what a PM actually owns (discovery + delivery), prioritization frameworks, PM vs PO vs PMM vs Growth PM, and the career ladder. https://ngosangns-knowledge-base.pages.dev/Technology/Cloud%20And%20DevOps/Concepts/AWS%207%20Rs%20Migration%20Strategies https://ngosangns-knowledge-base.pages.dev/Technology/Cloud%20And%20DevOps/Concepts/AWS%207%20Rs%20Migration%20Strategies Thu, 29 Oct 2026 00:00:00 GMT The AWS 7 Rs migration strategies (rehost, relocate, replatform, refactor, repurchase, retire, retain) and AWS Prescriptive Guidance on large portfolio migrations — move first, modernize later. https://ngosangns-knowledge-base.pages.dev/Travel/Destinations/Vietnam/Northwest%20Vietnam/Mieu%20Thach%20Son%20Chu%20Va%2012%20Can%20Chua%20Thia%20Sang%20Trek https://ngosangns-knowledge-base.pages.dev/Travel/Destinations/Vietnam/Northwest%20Vietnam/Mieu%20Thach%20Son%20Chu%20Va%2012%20Can%20Chua%20Thia%20Sang%20Trek Thu, 29 Oct 2026 00:00:00 GMT Bộ ba đỉnh ở Bình Lư, Lai Châu - Miêu Thạch Sơn 2.735 m, Chu Va 12 2.751 m, Cán Chùa Thìa Sảng 2.403 m. Kiểm chứng lời đồn "khó nhất Việt Nam", lịch 3 ngày 2 đêm tự túc, xe khách, lán, nước, 52 thang gỗ và cảnh sống lưng khủng long. https://ngosangns-knowledge-base.pages.dev/Travel/Guides/Australia%20Work%20And%20Holiday%20Visa%20462 https://ngosangns-knowledge-base.pages.dev/Travel/Guides/Australia%20Work%20And%20Holiday%20Visa%20462 Thu, 29 Oct 2026 00:00:00 GMT Kiểm chứng bài đăng cộng đồng về visa 462 và bình luận phản biện: lương tối thiểu 26,44 AUD/h (casual ~32–34), ballot 1.500 chỗ/năm cho Việt Nam, 88 ngày specified work cho năm 2, 179 ngày cho năm 3, từ 02/10/2026 WHM không nộp được student visa onshore, ballot năm 2/3 (45.000/5.000 chỗ) mới chỉ công bố chưa có hiệu lực https://ngosangns-knowledge-base.pages.dev/Technology/AI/Tools/Agents/Skill%20Recorder https://ngosangns-knowledge-base.pages.dev/Technology/AI/Tools/Agents/Skill%20Recorder Wed, 28 Oct 2026 00:00:00 GMT Skill Recorder (microsoft/skill-recorder, MIT, Electron + TypeScript) records a screen session on-device, optionally transcribes narration with Whisper and blurs OCR-located text before anything leaves the machine, has GitHub Copilot reconstruct the intent and ordered steps, then renders a SKILL.md into ~/.copilot/skills or a Scout automation. 5.4k stars, v0.7.0. https://ngosangns-knowledge-base.pages.dev/Technology/Programming%20Languages/Tools/Rul https://ngosangns-knowledge-base.pages.dev/Technology/Programming%20Languages/Tools/Rul Wed, 28 Oct 2026 00:00:00 GMT Rul (rul-lang/rul, .rl) is a dependency-free Rust engine in which an AI agent emits a 128-bit-per-node SSA dataflow graph of f64 columnar ops, a single forward pass verifies it, three execution tiers run it, and a 991-line emitter writes a standalone Linux x86-64 ELF with no LLVM or libc. The 192 B program and 817 B ELF are real; the 5.78 ns/node and 6.38 µs headline figures did not reproduce (19.4 ns/node, 19.7 µs on Apple silicon), and the 'language' has 15 opcodes, no control flow, and a stub I/O op.