# manus (blogs) — RSS Amplifier Recent posts from the 4 feeds in the RSS Amplifier directory that cover manus. Page: Feed: --- ## [Windows 11 26H2のリリース時期はいつ？](https://wnkhs.net/2026/08/windows-11-26h2-release-date-forecast/) _2026-08-20 · Blog Admin · wnkhs.net_ Windows 11 26H2の正式リリース日は未発表です。Microsoft公式情報と21H2〜25H2の一般提供日を確認し、2026年の配信時期を予測します。 ## [モテたいボクらの体型別メンズコーデ術](https://wnkhs.net/2026/08/mens-coordinate-body-balance/) _2026-08-19 · SunShine! · wnkhs.net_ お腹まわり、華奢さ、がっしり感、普通体型。どんな人でも使える「体型を主張しすぎない」メンズコーデを、ゆるく紹介。清潔感とほどよい抜け感で、第一印象をいい感じに整えよう。 ## [DeepSeek V4 Now Connects Directly to Codex, Moving Risk From Protocol Translation to Configuration](https://developer.tenten.co/deepseek-v4-flash-codex-native-responses) _2026-08-18 · Ewan Mak · Tenten - AI / ML Development_ DeepSeek V4 Codex integration now covers both V4 Flash and V4 Pro through a native Responses API. DeepSeek added Flash support on July 31, 2026, then extended the same path to the production V4 Pro re ## [Cursor Origin Moves Agents Into the Git Forge and Opens a New Front Against GitHub.](https://developer.tenten.co/cursor-origin-agent-native-code-hosting) _2026-08-18 · Ewan Mak · Tenten - AI / ML Development_ Cursor Origin began rolling out in early beta on August 17, 2026. It places repositories, pull requests, code browsing, and coding agents inside one surface. It does not yet replace GitHub's governanc ## [『糸屋の娘』は、なぜこんなに覚えやすいのか（起承転結からブログの文章を考える）](https://wnkhs.net/2026/08/itoya-no-musume-kishotenketsu-blog-writing/) _2026-08-18 · SunShine! · wnkhs.net_ 京都三条の糸屋の娘。短い四行の俗謡にある、鮮やかな起承転結を手がかりに、ブログで楽しく読まれる文章の作り方を考える。 ## [シンプル290プラン 25か月レビュー： 2か月前の通話料が請求に載りました](https://wnkhs.net/2026/08/wnkhs-44462/) _2026-08-17 · Blog Admin · wnkhs.net_ 日本通信の「シンプル290プラン」を契約して、スマホを持ち歩いています。2026年8月請求。25か月目の記録です。初の通話料の請求がありました！ ## [クラウドとSaaSの違いとは？IT初級者向けにやさしく整理](https://wnkhs.net/2026/08/cloud-vs-saas-for-beginners/) _2026-08-16 · Blog Admin · wnkhs.net_ クラウドとSaaSは何が違うのでしょうか。クラウドの基本、SaaS・PaaS・IaaSの位置づけ、混同しないための考え方をIT初級者向けにわかりやすく解説します。 ## [【転スラ】第90話 感想 悪魔って地獄に落ちるの？](https://wnkhs.net/2026/08/slime-90/) _2026-08-14 · SunShine! · wnkhs.net_ 『転生したらスライムだった件』第90話（第4期 第18話）「西方動乱」を視聴。原初の悪魔たちが楽しくやってる。魔王たちも楽しくやってる。 ## [【Windows 11】パッチ「KB5121003」をインストール](https://wnkhs.net/2026/08/kb5121003/) _2026-08-14 · Blog Admin · wnkhs.net_ Windows Update にて、「2026-08 セキュリティ パッチ (KB5121003) (26200.9168)」をインストールしました。2026年8月11日にリリースされています。 ## [ManusはMetaからどう分離するのか――バックアップ、データ保存先、Tencent出資協議を公開情報から読み解く](https://wnkhs.net/2026/08/manus-independence-data-backup-storage-tencent-analysis/) _2026-08-14 · SunShine! · wnkhs.net_ Manusの独立運営への移行で、一部ユーザーにバックアップと復元が求められています。公式発表とReuters報道を基に、移行の理由、米国・シンガポールのデータ保存、Tencentの出資協議、復元前に確認したい点を整理します。 ## [Sync bookmarks across every browser (Sponsored)](https://crawlproof.com/a/Cy2ZAIrJI7Jb) _2026-08-14 · **Sponsored**_ Two-way sync across Chrome, Firefox and Safari; built-in ad and tracker blocker. ## [ホスティングとハウジングの違いとは？](https://wnkhs.net/2026/08/hosting-housing-difference/) _2026-08-13 · Blog Admin · wnkhs.net_ 「ホスティング」と「ハウジング」の違いがよく分からないというIT初心者向けに、マンションや駐車場などの分かりやすい例えを使って解説します。クラウド（SaaS・PaaS・IaaS）との違いや選び方のポイントも整理しています。 ## [L2スイッチとL3スイッチの違いって何？ネットワークの基本を解説！](https://wnkhs.net/2026/08/l2-l3-switch-difference/) _2026-08-12 · Blog Admin · wnkhs.net_ ネットワークの話で急に出てくる「L2スイッチ」と「L3スイッチ」。初心者には呪文のように聞こえますよね。この記事では、IT初心者や中学生向けに「L」の意味から2つのスイッチの違いまで、一覧表で分かりやすく解説します！ ## [Nauru food crisis worsens after power blackouts](https://refugeeaction.org.au/?p=16899) _2026-08-07 · Refugee Rights · Refugee Action Coalition_ Asylum seekers on Naoero (formerly Nauru) are facing a severe food shortage after being forced to dispose of food following the second power blackout at their camp in the last week. The post Nauru food crisis worsens after power blackouts first appeared on Refugee Action Coalition . ## [Muse Spark 1.2 Makes Meta’s AI Comeback a Model-and-Agent Systems Bet](https://developer.tenten.co/muse-spark-1-2-agent-system) _2026-08-06 · Ewan Mak · Tenten - AI / ML Development_ Muse Spark 1.2 returned Meta to frontier-model competition on August 5, 2026. The more consequential move was launching Muse Code and training the model around its agent runtime. Artificial Analysis s ## [CC Switch 3.19.1 Changes Codex Model Routing: DeepSeek Direct, Kimi and GLM Through the Local Proxy](https://developer.tenten.co/cc-switch-3-19-1-codex-model-routing) _2026-08-05 · Ewan Mak · Tenten - AI / ML Development_ The part of a CC Switch guide that ages fastest is not the install command. It is the decision about which provider needs a local proxy. As of August 5, 2026, CC Switch 3.19.1 lets Codex connect direc ## [QM Agent Makes AI Work Multiplayer. Operators Still Own the Risk](https://developer.tenten.co/qm-agent-multiplayer-security) _2026-08-04 · Ewan Mak · Tenten - AI / ML Development_ QM agent is Y Combinator's July 2026 multiplayer harness for work; by August 4, its GitHub repository had about 9,700 stars. It gives each employee and project a scoped workspace, memory, keychain vie ## [Codex's Long-Running Agents Turn Autonomy Into an Operations Problem](https://developer.tenten.co/codex-long-running-agent-workflow) _2026-08-01 · Ewan Mak · Tenten - AI / ML Development_ A Codex long-running agent workflow succeeds when responsibility, state, wake conditions, acceptance criteria, and stopping boundaries remain visible and reviewable. OpenAI developer experience lead J ## [The Codex–ChatGPT Pro Workflow Makes Verification the Bottleneck](https://developer.tenten.co/codex-chatgpt-pro-dual-agent-workflow) _2026-07-31 · Ewan Mak · Tenten - AI / ML Development_ The Codex–ChatGPT Pro dual-agent workflow separates implementation from acceptance; it does not prove that one AI system is the strongest coding agent. Codex can hold the repository, requirements, per ## [Japan Turns Physical AI Into Industrial Policy, Shifting Competition to Data and Deployment](https://developer.tenten.co/japan-physical-ai-industrial-policy) _2026-07-30 · Ewan Mak · Tenten - AI / ML Development_ Japan's physical AI strategy entered an execution phase in 2026, with a national model program running through 2030. The government is funding factory-data preparation and robotics foundation models. ## [Jensen Huang's Five-Year AI Bubble Bet Depends on Bottlenecks Holding](https://developer.tenten.co/kimi-k3-ai-capex-market-repricing) _2026-07-30 · Ewan Mak · Tenten - AI / ML Development_ The AI infrastructure bubble may stay contained while chips, power, and construction capacity remain scarce. In July 2026, NVIDIA CEO Jensen Huang told Axios that a bubble was highly unlikely within f ## [Pirate.io on Google Play (Sponsored)](https://crawlproof.com/a/JYB4AlTCB0Z2) _2026-07-30 · **Sponsored**_ Open the Pirate.io listing on Google Play to view the app’s details. ## [Firecrawl Handles the Messy Web, but Production Teams Still Own Compliance](https://developer.tenten.co/firecrawl-handles-the-messy-web-but-production-teams-still-own-compliance) _2026-07-29 · Ewan Mak · Tenten - AI / ML Development_ Firecrawl gives AI agents a programmable web-context layer for search, extraction, crawling, document parsing, and browser interaction. It can remove a large amount of scraping glue code, but it does ## [New Zealand refugees call on Australian Government to urgently act for Hatam Yekta](https://refugeeaction.org.au/?p=16893) _2026-07-03 · Refugee Rights · Refugee Action Coalition_ A group of ex-Manus and ex-Nauru refugees and supporters in New Zealand held a protest outside the Australian consulate in Auckland yesterday calling on the Australian government to urgently medevac the seriously ill Iranian asylum seeker, Hatam Yekta, from PNG to Australia. Many of those involved in the Auckland protest are now refugees in New \[…\] The post New Zealand refugees call on Australian… ## [Urgent medevac needed for PNG refugee](https://refugeeaction.org.au/?p=16888) _2026-06-16 · Refugee Rights · Refugee Action Coalition_ Refugee activists are calling for the government to act urgently to medevac a Kurdish-Iranian refugee, Hatam Yekta, from Port Moresby to Australia. The post Urgent medevac needed for PNG refugee first appeared on Refugee Action Coalition . ## [Nauru refugee sews his lips and begins hunger strike](https://refugeeaction.org.au/?p=16884) _2026-06-01 · Refugee Rights · Refugee Action Coalition_ “Terry”, an Iranian refugee on Nauru, has sewn his lips together and began a hunger strike in protest against his deportation and the conditions on Nauru that threaten his life. The post Nauru refugee sews his lips and begins hunger strike first appeared on Refugee Action Coalition . ## [Refugee advocates demand “open the borders” to Iranians: end Labor’s shameful Iranian visa ban](https://refugeeaction.org.au/?p=16879) _2026-03-26 · Refugee Rights · Refugee Action Coalition_ Home Affairs Minister Tony Burke’s announcement that Australia will impose a six-month ban on entry from Iran temporary tourist visa holders is a shameful continuation of a “deter and deny” policy. The post Refugee advocates demand “open the borders” to Iranians: end Labor’s shameful Iranian visa ban first appeared on Refugee Action Coalition . ## [Free up your token limits in Claude and Claude Cowork](https://developer.tenten.co/free-up-your-token-limits-in-claude-and-claude-cowork) _2026-03-17 · Ewan Mak · Tenten - AI / ML Development_ To free up your token limits and prevent your AI agent from dragging a massive history forward, you need to deliberately manage the active context window. The exact method depends on whether you are r ## [🔥 Best OpenClaw Model Guide: Don't Choose Wrong! Top 5 AI Deep Dive](https://developer.tenten.co/best-openclaw-model-guide-don-t-choose-wrong-top-5-ai-deep-dive) _2026-03-16 · Ewan Mak · Tenten - AI / ML Development_ OpenClaw crossed 285,000 GitHub stars in March 2026, making it the most-starred open-source project in history. NVIDIA CEO Jensen Huang called it "probably the most important software ever released" a ## [The SEO Black Hole: Fixing Indexing Issues on Cloudflare Worker Proxied Blogs](https://developer.tenten.co/the-seo-black-hole-fixing-indexing-issues-on-cloudflare-worker-proxied-blogs) _2026-03-13 · Ewan Mak · Tenten - AI / ML Development_ By Ewan Mak | Tenten.co Team You’ve done everything by the book. You set up Google Search Console, submitted a pristine sitemap.xml, and cleared your robots.txt. You’re publishing killer, high-depth c ## [Adspirer Review: Managing Google Ads, Meta Ads, and LinkedIn Ads Through ChatGPT and Claude via MCP](https://developer.tenten.co/adspirer-review-managing-google-ads-meta-ads-and-linkedin-ads-through-chatgpt-and-claude-via-mcp) _2026-03-12 · Ewan Mak · Tenten - AI / ML Development_ Adspirer is an MCP (Model Context Protocol) server purpose-built for digital advertising. As of March 2026, the platform provides over 100 tools spanning Google Ads (39 tools), Meta Ads (20 tools), Li ## [OpenClaw Multi-Agent + CLIProxyAPIPlus Complete Deployment Guide](https://developer.tenten.co/openclaw-multi-agent-cliproxyapiplus-complete-deployment-guide) _2026-03-07 · Ewan Mak · Tenten - AI / ML Development_ Environment: Mac Mini M4 (16GB RAM) · macOS Sequoia Goal: Build a multi-agent system with CLIProxyAPIPlus proxying ChatGPT 5.4 OAuth + OpenRouter (Kimi K2.5) dual-channel API with automatic failover a ## [Trade Smarter With IBKR (Sponsored)](https://crawlproof.com/a/t46lsQQtijqt) _2026-03-07 · **Sponsored**_ Join Interactive Brokers through a referral and access low-cost global trading. ## [Human rights overboard as Labor tries to deport Afghan asylum seeker](https://refugeeaction.org.au/?p=16874) _2026-02-27 · Refugee Rights · Refugee Action Coalition_ DFAT travel advice regarding Iran says, “We continue to advise do not travel to Iran and leave Iran as soon as possible…” But on Thursday afternoon (26.02.26), Border Force officers seized an Afghan asylum seeker, “Nadim” (not his real name), took him to Sydney airport in an attempt to force him back to Iran. Nadim, \[…\] The post Human rights overboard as Labor tries to deport Afghan asylum seeker… ## [Gemini 3.1 Pro vs GPT-5.2 vs Claude Opus 4.6: (February 2026)](https://developer.tenten.co/gemini-3-1-pro-vs-gpt-5-2-vs-claude-opus-4-6-complete-guide-february-2026) _2026-02-26 · Ewan Mak · Tenten - AI / ML Development_ Overview February 2026 marks the most competitive period in AI history, with three frontier models released within weeks of each other. This guide covers everything you need to know about Google Gemin ## [How to Run Kimi K2.5 Locally on Mac Studio M3 Ultra with 512GB](https://developer.tenten.co/how-to-run-kimi-k25-locally-on-mac-studio-m3-ultra-with-512gb) _2026-02-01 · Ewan Mak · Tenten - AI / ML Development_ Moonshot AI released Kimi K2.5 in January 2026, a trillion-parameter Mixture-of-Experts model that ships with native INT4 quantization. The model compresses from roughly 2TB at full precision to approximately 600GB in its released form. For users run... ## [Build and Ship Apps Without Writing Code: A Practical Guide to Vibe Coding](https://developer.tenten.co/build-and-ship-apps-without-writing-code-a-practical-guide-to-vibe-coding) _2026-01-14 · Erik Chen · Tenten - AI / ML Development_ The gap between having a product idea and launching it has never been smaller. This guide walks through a complete development workflow using AI-powered tools that handle the heavy lifting—from UI design to backend logic to cloud deployment. The tota... ## [Claude Cowork: Anthropic Brings AI Agent Capabilities to Non-Technical Users](https://developer.tenten.co/claude-cowork-anthropic-brings-ai-agent-capabilities-to-non-technical-users) _2026-01-13 · Erik Chen · Tenten - AI / ML Development_ Anthropic released Cowork on January 12, 2026, a new feature embedded in the Claude Desktop macOS application. The tool grants users the ability to delegate file management, document generation, and data processing tasks to Claude within designated l... ## [Ralph Wiggum Plugin: Turning Claude Code Into an Autonomous Development Agent](https://developer.tenten.co/ralph-wiggum-plugin-turning-claude-code-into-an-autonomous-development-agent) _2026-01-12 · Erik Chen · Tenten - AI / ML Development_ Claude Code has earned a solid reputation among developers as a capable AI coding assistant. Yet a common frustration persists: it tends to stop working at around 80% completion, leaving developers to handle the remaining tasks manually. The Ralph Wi... ## [Agent design patterns](http://rlancemartin.github.io/2026/01/09/agent_design/) _2026-01-09 · Lance's Blog_ 2025 ended with Meta buying Manus for over $2b and Claude Code reaching a $1B run rate . Here I explore common design patterns across these and other popular agents based on many of my favorite blogs, papers, and posts. We are getting closer to long-running autonomous agents. @METR\_Evals reports that agent task length doubles every 7 months . But one challenge is that models get worse as context… ## [Claude Diary](http://rlancemartin.github.io/2025/12/01/claude_diary/) _2025-12-01 · Lance's Blog_ Lance Martin Humans refine their skills and learn preferences through experience. But many AI agents lack this capacity for continual learning . I created a plugin called Claude Diary that gives Claude Code the ability to learn from experience and update its own memory. You can check out the code here . Agent Memory The CoALA paper by Sumers et al. (2023) proposes a framework for agent memory,… ## [Community Tips and Productive Hacks sharing for claude for chrome](https://developer.tenten.co/community-tips-and-productive-hacks-sharing-for-claude-for-chrome) _2025-11-26 · Erik Chen · Tenten - AI / ML Development_ Permission Management Strategies Claude for Chrome offers three permission levels that significantly impact productivity: Action-by-action approval: Best for exploring the extension or working on sensitive sites where you want complete control Site... ## [OVHcloud Black Friday ideas: Proxmox VE on OVHcloud dedicated servers](https://developer.tenten.co/ovhcloud-black-friday-ideas-proxmox-ve-on-ovhcloud-dedicated-servers) _2025-11-24 · Erik Chen · Tenten - AI / ML Development_ ✅ Proxmox VE works excellently on OVH dedicated servers. OVH even provides a pre-installed Proxmox VE option for many server models. Installation Methods 1. Recommended: OVH Template (Easiest) During server purchase or reinstallation in the OVH Cont... ## [Stop the deportations, End Australia’s gulag: Close Nauru](https://refugeeaction.org.au/?p=16867) _2025-10-29 · Refugee Rights · Refugee Action Coalition_ The announcement that the first ‘NZYQ deportee’ has successfully been sent to Nauru has opened a new era of Labor government-facilitated human rights abuse. The post Stop the deportations, End Australia’s gulag: Close Nauru first appeared on Refugee Action Coalition . ## [Context Engineering in Manus](http://rlancemartin.github.io/2025/10/15/manus/) _2025-10-15 · Lance's Blog_ Lance Martin Why Context Engineering Earlier this week, I had a webinar with Manus co-founder and CSO Yichao “Peak” Ji . You can see the video here , my slides here , and Peak’s slides here . Below are my notes. Anthropic defines agents as systems where LLMs direct their own processes and tool usage, maintaining control over how they accomplish tasks. In short, it’s an LLM calling tools in a loop.… ## [Last minute legal intervention stops removal](https://refugeeaction.org.au/?p=16864) _2025-10-07 · Refugee Rights · Refugee Action Coalition_ Last minute legal invention on Tuesday night 7 October has stopped the removal of Chinese asylum seeker, "Ling". The post Last minute legal intervention stops removal first appeared on Refugee Action Coalition . ## [Labor must stop the removal of Chinese asylum seeker](https://refugeeaction.org.au/?p=16862) _2025-10-07 · Refugee Rights · Refugee Action Coalition_ The Albanese government is attempting to remove a 31-year-old Chinese asylum seeker who arrived in Melbourne less than 24 hours ago. The post Labor must stop the removal of Chinese asylum seeker first appeared on Refugee Action Coalition . ## [Nigerian asylum seeker found dead in Port Moresby](https://refugeeaction.org.au/?p=16857) _2025-08-26 · Refugee Rights · Refugee Action Coalition_ Ruth, a 35-year-old Nigerian asylum seeker who has been in PNG for more than eight and half years, was found dead in her accommodation in Port Moresby on Monday 25 August. The post Nigerian asylum seeker found dead in Port Moresby first appeared on Refugee Action Coalition . ## [Learning the Bitter Lesson](http://rlancemartin.github.io/2025/07/30/bitter_lesson/) _2025-07-30 · Lance's Blog_ Lance Martin The biggest lesson that can be read from 70 years of AI research is that general methods that leverage computation are ultimately the most effective, and by a large margin. Rich Sutton, The Bitter Lesson The Bitter Lesson has been learned over and over across many domains of AI research, such as Chess, Go, speech, vision. Leveraging computation turns out to be the most important thing… ## [Context Engineering for Agents](http://rlancemartin.github.io/2025/06/23/context_engineering/) _2025-06-23 · Lance's Blog_ Lance Martin TL;DR Agents need context to perform tasks. Context engineering is the art and science of filling the context window with just the right information at each step of an agent’s trajectory. In this post, I group context engineering into a few common strategies seen across many popular agents today. Context Engineering As Andrej Karpathy puts it, LLMs are like a new kind of operating… ## [The state of AI agents](http://rlancemartin.github.io/2025/06/10/aie/) _2025-06-10 · Lance's Blog_ @rlancemartin The AI Engineering World’s fair took place last week in San Francisco. After seeing a few talks live and watching a few of the recordings , I had a few takeaways about the current state of AI agents. The Rise of Ambient Agents “Ambient” agents are becoming more common. They perform tasks autonomously and asynchronously “in the background”, often without a chat interface. Scott Wu of… ## [Vibe code benchmark](http://rlancemartin.github.io/2025/04/03/vibe-code/) _2025-04-03 · Lance's Blog_ @rlancemartin Summary I compared Cursor and Claude Code on a set of coding challenges, giving them access to external documentation in 4 different ways: an llm.txt file (with and without optimized descriptions), a vector database, and direct context stuffing. A well-crafted (optimized) llms.txt file paired with Claude Code outperformed all other approaches. llms.txt leverages reasoning the in the…