action: finished

status: ok

summary:
I've got solid intel. Let me compile the Morning Brief.

---

# 🌅 Magoo Morning Brief — Friday, Feb 13, 2026

## 🚨 BREAKING

- **OpenAI disbands Mission Alignment team** — The team tasked with ensuring AGI benefits humanity has been disbanded; members transferred elsewhere. Former lead Joshua Achiam now "chief futurist." [Source Link](https://www.platformer.news/openai-mission-alignment-team-joshua-achiam/)
- **OpenAI delays first hardware to 2027** — Court filing confirms devices won't reach customers before March 2027. [Source Link](https://www.theverge.com)

---

## 🛠 GITHUB TRENDING

- **tambo** — Generative UI SDK for React (trending #1)
- **Personal_AI_Infrastructure** — Daniel Miessler's agentic AI infrastructure for magnifying human capabilities
- **chrome-devtools-mcp** — Chrome DevTools for coding agents (MCP server)
- **AionUi** — Free, local 24/7 Cowork and OpenClaw for Gemini CLI, Claude Code, Codex, OpenCode, Qwen, Goose, Auggie
- **rowboat** — Open-source AI coworker with memory
- **gh-aw** — GitHub Agentic Workflows from GitHub official
- **claude-skills** — 66 specialized skills for full-stack devs using Claude Code
- [Source Link](https://github.com/trending)

---

## 🤖 AI & COMMUNITY

### Model Releases
- **MiniMax M2.5** — 230B MoE (10B active) officially out. Strong benchmarks: SWE-Bench Verified 80.2%, Multi-SWE-Bench 51.3%, BrowseComp 76.3%. [Source Link](https://www.minimax.io/news/minimax-m25)
- **Ming-flash-omni-2.0** — Ant Group's 100B MoE (6B active) omni-modal model: image + text + video + audio → image + text + audio output. [Source Link](https://huggingface.co/inclusionAI/Ming-flash-omni-2.0)
- **Ring-1T-2.5** — SOTA deep thinking model from inclusionAI. [Source Link](https://huggingface.co/inclusionAI/Ring-1T-2.5-FP8)
- **Dhi-5B** — Undergrad trained 5B multimodal model from scratch for just $1,200. [Source Link](https://www.reddit.com/r/LocalLLaMA/comments/1r3hlfq/)

### Big Tech Moves
- **OpenAI releases GPT-5.3-Codex-Spark** — …


summary:
Based on my scan, here's your **Morning Brief** for Saturday, February 14, 2026:

---

🚨 **BREAKING:**

**Anthropic Raises $30B at $380B Valuation** — Record funding round more than doubles valuation from September, establishes Claude as OpenAI's primary rival. Super Bowl ad campaign drove 11% user boost and vaulted Claude into App Store top 10.
[Source Link](https://www.theguardian.com/technology/2026/feb/12/anthropic-funding-round)

**Anthropic AI Safety Researcher Quits With "World in Peril" Warning** — Mrinank Sharma resigned citing concerns about AI, bioweapons, and existential risk. The cryptic warning comes just days after the massive funding round.
[Source Link](https://www.bbc.com/news/articles/c62dlvdq3e3o)

---

🤖 **AI & COMMUNITY:**

**OpenAI Deploys Cerebras Chips for "Near-Instant" Code Generation** — GPT-5.3-Codex-Spark runs on dinner-plate-sized Cerebras accelerators, claiming 15x faster generation speeds. First major OpenAI model sidestepping Nvidia dominance.
[Source Link](https://arstechnica.com/ai/2026/02/openai-sidesteps-nvidia-with-unusually-fast-coding-model-on-plate-sized-chips/)

**OpenAI Accuses DeepSeek of Stealing AI Technology** — OpenAI warned lawmakers that Chinese rival DeepSeek is using "increasingly sophisticated methods" to extract results from leading U.S. AI models for training.
[Source Link](https://www.latimes.com/business/story/2026-02-13/openai-accuses-chinas-deepseek-of-stealing-ai-technology)

**Anthropic Adds Premium Features to Free Claude Plan** — File creation, connectors, and skills now available to free users (previously Pro/Max only). Directly targets OpenAI's ChatGPT free tier.
[Source Link](https://www.gadgets360.com/ai/news/anthropic-claude-premium-features-available-to-free-plan-file-creation-connectors-skills-10998270)

**Anthropic Releases Opus 4.6 with "Agent Teams"** — Latest version of their most advanced model includes multi-agent orchestration capabilities, particularly significant for Claude Code users.…


summary:
---

📰 **MAGOO MORNING BRIEF**
**Sunday, February 15th, 2026 — 24 Hour Intelligence Scan**

═══════════════════════════════════════════════════════════════

🚨 **TOP STORIES**

**1. Fast AI Inference Wars: Anthropic vs OpenAI**
Both labs launched competing "fast mode" features this week with radically different approaches:
- **Anthropic**: Low-batch-size inference on real Opus 4.6 → 2.5x faster, 6x cost
- **OpenAI**: GPT-5.3-Codex-Spark running on Cerebras giant chips → 15x faster, 1000+ tokens/sec but notably less capable (distilled model)
- Analysis: Anthropic serving real model faster; OpenAI trading quality for raw speed
🔗 https://www.seangoedecke.com/fast-llm-inference/

**2. GitHub Agentic Workflows (Technical Preview)**
GitHub launched native agentic CI/CD workflows supporting Claude Code, Codex, and Copilot — direct OpenClaw ecosystem competitor for automated software delivery.
🔗 https://github.blog/changelog/2026-02-13-github-agentic-workflows/

**3. India to Host Global AI Impact Summit 2026**
New Delhi's Bharat Mandapam will host the summit bringing together global AI leaders. UN Chief Guterres endorsed India as "the right place" for the summit.
🔗 https://www.news18.com/business/economy/openai-ceo-sam-altman-signals-deeper-india-ties/

═══════════════════════════════════════════════════════════════

🔬 **GITHUB TRENDING (AI/LLM)**

- **alibaba/zvec** — Lightweight in-process vector database (150+ pts on HN). Built on Alibaba's Proxima engine, delivers billions-vector search in milliseconds. Python/Node bindings.
  🔗 https://github.com/alibaba/zvec

- **modelcontextprotocol/servers** — MCP server implementations expanding rapidly
- **DeepGenTeam/DeepGen** — 5B param SOTA model beating 80B competitors
- **opencode** — 104k⭐ open source coding agent (OpenClaw competitor)
- **OpenManus** — 54k⭐ open agent framework

═══════════════════════════════════════════════════════════════

📊 **REDDIT COMMUNITY BREAKTHROUGHS**

**r/openclaw** — Security PSA gainin…


summary:
## 🔥 MORNING BRIEF - Monday, February 16th, 2026

### 🚨 BREAKING: OpenAI Acquires OpenClaw Creator

**OpenClaw founder Peter Steinberger joining OpenAI** in a multi-billion dollar deal. Sam Altman announced Steinberger will "drive the next generation of personal agents" at OpenAI. OpenClaw will remain open-source under a foundation structure that OpenAI will support.

- **GitHub Stars:** 196,000+ (fastest-growing project in GitHub history)
- **Competition:** Meta also made an offer "in the billions"
- **Valuation driver:** 2M weekly visitors + massive community engagement
- **Source:** [CNBC](https://www.cnbc.com/2026/02/15/openclaw-creator-peter-steinberger-joining-openai-altman-says.html) | [Engadget](https://www.engadget.com/ai/openai-has-hired-the-developer-behind-ai-agent-openclaw-092934041.html) | [The Verge](https://www.theverge.com/ai-artificial-intelligence/879623/openclaw-founder-peter-steinberger-joins-openai)

---

### 🛠 GITHUB TRENDING & INFRASTRUCTURE

**ZeroClaw: Rust-based OpenClaw alternative**
- Lightweight Rust agent runtime claiming 8x smaller footprint than OpenClaw
- Memory usage: 1/194th of OpenClaw's consumption
- Targets edge devices ($10 hardware, 0.6GHz cores) to production servers
- **Repo:** [github.com/theonlyhennygod/zeroclaw](https://github.com/theonlyhennygod/zeroclaw)
- **Analysis:** [DEV Community](https://dev.to/brooks_wilson_36fbefbbae4/zeroclaw-a-lightweight-secure-rust-agent-runtime-redefining-openclaw-infrastructure-2cl0)

**OpenClaw Security Crisis:**
- 400+ malicious skills uploaded to ClawHub in one week
- OpenClaw partnered with VirusTotal for automated skill scanning
- Security researchers flagged exposed credentials, API keys, and private messages
- **Sources:** [The Verge](https://www.theverge.com/news/874011/openclaw-ai-skill-clawhub-extensions-security-nightmare) | [1Password Blog](https://1password.com/blog/from-magic-to-malware-how-openclaws-agent-skills-become-an-attack-surface)

---

### 🤖 AI LAB NEWS

**OpenA…


summary:
I have enough signal to compile a comprehensive brief. Here's your morning summary:

---

🔧 **MAGOO MORNING BRIEF — Tuesday, February 17, 2026 | 10:30 AM UTC**

---

## 🚨 TOP STORY: OpenClaw Founder Joins OpenAI

The biggest story in the agentic AI space: **Peter Steinberger, creator of OpenClaw, is joining OpenAI** — announced by Sam Altman on X Sunday (Feb 15). This one hits close to home since we're running on OpenClaw.

**What happened:**
- OpenClaw grew to 145,000 GitHub stars, 1.5M agents, 2M weekly visitors
- Anthropic fumbled the relationship: restricted API access without warning in early January, then sent a cease-and-desist over the original name "Clawdbot" (too similar to "Claude")
- In the chaos of releasing old handles, crypto scammers hijacked the project's GitHub and X accounts and ran a **$16 million pump-and-dump scheme**
- Steinberger met with every major AI lab (Meta and OpenAI both made offers) — he picked OpenAI
- He'll join the **Codex team** to "drive the next generation of personal agents"
- OpenClaw moves to a **foundation structure** with continued OpenAI support
- Altman: *"The future is going to be extremely multi-agent. We expect this will quickly become core to our product offerings."*
- Baidu had also planned to bake OpenClaw access directly into its main smartphone app

Coverage: CNBC, Engadget, TechCrunch, Times of India, Business Insider, Mashable, ServeTheHome
https://www.cnbc.com/2026/02/15/openclaw-creator-peter-steinberger-joining-openai-altman-says.html
https://timesofindia.indiatimes.com/technology/tech-news/how-openais-openclaw-acquisition-may-be-sam-altmans-biggest-agentic-ai-push-and-anthropics-biggest-fumble/articleshow/128417134.cms

---

## 🤖 MODEL RELEASES (Past 24h)

**1. Alibaba Qwen3.5 Drop (HUGE)**
- **Qwen3.5-397B-A17B** — 397B-parameter MoE open-weight model released Monday; 17B active params; native multimodal (text, images, video); 201 language support; open weights + hosted Qwen-3.5-Plus
- **Qwen3-Next-80B-…


summary:
Now I have enough material for a comprehensive brief. Let me compile it.

---

# 🔧 MAGOO MORNING BRIEF — Wednesday, February 18, 2026

**Deep scan complete. High-signal items from the past 24 hours.**

---

## 🚨 TOP STORY: OpenClaw's Creator Joins OpenAI

**Peter Steinberger (OpenClaw's founder) has officially joined OpenAI** to "drive the next generation of personal agents." Sam Altman confirmed the hire on Feb 15, calling him "a genius with a lot of amazing ideas." OpenClaw — the platform *we run on* — went from zero to **190,000+ GitHub stars in under 90 days**, making it the 21st most-starred repo in GitHub history and the fastest-growing open-source project in the platform's history.

OpenClaw will continue as an **open-source project** under a foundation that OpenAI will support. Steinberger said he wants to "change the world, not build a large company."

- 📰 TechCrunch: https://techcrunch.com/2026/02/15/openclaw-creator-peter-steinberger-joins-openai/
- 📰 VentureBeat: https://venturebeat.com/technology/openais-acquisition-of-openclaw-signals-the-beginning-of-the-end-of-the
- 📰 Wikipedia (OpenClaw): https://en.wikipedia.org/wiki/OpenClaw — now 200K+ stars, 35K forks

---

## 🤖 ANTHROPIC

**Claude Sonnet 4.6 dropped yesterday (Feb 17).** Key upgrades:
- **1M token context window**
- Flagship-class coding, computer use, agent planning, long-context reasoning, design
- CNBC: "Performance that would have previously required Opus-class is now available with Sonnet 4.6"
- Priced at $3/M input / $15/M output — same Sonnet tier pricing
- Now the **default model for Free and Pro** plans

**Anthropic also closed a $30B Series G** on Feb 12 — post-money valuation now **$380 billion**.

- 📰 CNBC: https://www.cnbc.com/2026/02/17/anthropic-ai-claude-sonnet-4-6-default-free-pro.html
- 📰 9to5Mac: https://9to5mac.com/2026/02/17/claude-sonnet-4-6-model-brings-much-improved-coding-skills-and-upgraded-free-tier/

---

## 🌏 INDIA AI IMPACT SUMMIT 2026 (Live Today)

All th…

provider: anthropic


summary:
## 🔧 MAGOO MORNING BRIEF — Thursday, February 19, 2026

### 🤖 AI INDUSTRY

**India AI Impact Summit 2026 (Day 3-4)**
- PM Modi inaugurates summit; Macron, Sam Altman, Sundar Pichai key speakers
- OpenAI opening first India office (NYT reports)
- Microsoft pledges $50B investment to bring AI to Global South by 2030
- Yotta commits $2B Nvidia investment for India AI infrastructure
- Summit extended one day (now closes Feb 21)
- https://www.thehindu.com/sci-tech/technology/india-ai-impact-summit-2026-pm-modi-artificial-intelligence-news-delhi-updates/article70645921.ece
- https://www.nytimes.com/2026/02/19/business/india-ai-impact-summit.html

**Meta $65M Election Push for AI Agenda**
- Meta's largest election investment ever, targeting Texas and Illinois first
- Goal: prevent state legislation that could inhibit AI development
- Supporting two new super PACs
- https://www.nytimes.com/2026/02/18/technology/meta-65-million-election-ai.html

**Anthropic AI Agents for Legal/Marketing/Sales**
- Anthropic deployed autonomous AI agents for legal, marketing, sales tasks
- Stock market ructions after announcement
- https://www.washingtonpost.com/opinions/2026/02/17/anthropic-lawyers-technology/

**Other AI News**
- NASA's Perseverance rover completed first AI-planned drive on Mars
- 17 US AI startups raised $100M+ each in 2026 (record pace, under 2 months)
- Guardian: "bogus four-day workweek that AI supposedly frees up"

---

### 💻 GITHUB & DEVELOPER TOOLS

**GitHub Agentic Workflows (Technical Preview)**
- Automate complex repository tasks with coding agents
- Natural language automation goals in Markdown files
- Use cases: issue triage, documentation updates, CI troubleshooting
- Built on GitHub Actions with security guardrails
- https://www.infoq.com/news/2026/02/github-agentic-workflows/
- https://github.blog/ai-and-ml/automate-repository-tasks-with-github-agentic-workflows/

**GitHub Copilot Updates**
- Agent Mode now supports MCP servers
- Copilot SDK for building ag…

provider: zai


summary:
🔧 **MORNING BRIEF - Friday, February 20th, 2026**

---

## 🔥 TOP STORY: OpenClaw Security Crisis

**OpenClaw** (formerly Moltbot/warelay) is dominating tech news with major security concerns:

- **Meta & Tech Companies Ban OpenClaw** (Feb 18) - Security experts urge caution over "wildly unpredictable" agentic AI tool
  - https://www.wired.com/story/openclaw-banned-by-tech-companies-as-security-concerns-mount/

- **Privacy Nightmare Warnings** (Feb 10) - Northeastern University & Kaspersky flag major risks with full computer access
  - https://news.northeastern.edu/2026/02/10/open-claw-ai-assistant/
  - https://www.kaspersky.com/blog/openclaw-vulnerabilities-exposed/55263/

- **Skepticism from AI Experts** (Feb 16) - TechCrunch reports experts aren't as impressed after hype cycle
  - https://techcrunch.com/2026/02/16/after-all-the-hype-some-ai-experts-dont-think-openclaw-is-all-that-exciting/

- **Forbes & XDA Coverage** (Feb 4-6) - Mainstream media explaining "what is OpenClaw"
  - https://www.forbes.com/sites/kateoflahertyuk/2026/02/06/what-is-openclaw-formerly-moltbot--everything-you-need-to-know/
  - https://www.xda-developers.com/please-stop-using-openclaw/

---

## 💰 MAJOR DEALS

**Nvidia → OpenAI: $30 Billion Investment** (Feb 19-20) 🚨
- Nvidia close to finalizing massive stake in one of its largest customers
- Separate from $100B infrastructure agreement announced Sept 2025
- https://www.reuters.com/business/nvidia-close-finalizing-30-billion-investment-openai-funding-round-ft-reports-2026-02-20/
- https://www.cnbc.com/2026/02/19/nvidia-is-in-talks-to-invest-up-to-30-billion-in-openai-source-says.html

**OpenAI Strikes Deal with OpenClaw Founder** (Feb 18)
- "The Year of the Agent" - alliance setting stage for agentic AI in 2026
- https://www.cnet.com/tech/services-and-software/openai-strikes-deal-with-openclaw-founder/

**OpenAI, Google, Perplexity → US Government** (Feb 18)
- Near approval to host AI directly for US government on own cloud systems
- htt…


summary:
I have comprehensive results. Let me compile the morning brief:

---

# 🌅 MAGOO MORNING BRIEF
## Saturday, February 21, 2026 — 10:30 AM UTC

---

## 🔥 TOP HEADLINES

### **OpenClaw Founder Joins OpenAI**
Peter Steinberger, creator of OpenClaw (100k+ GitHub stars, fastest-growing AI agent project), is joining OpenAI. OpenClaw will continue as open-source. Meta and OpenAI were reportedly competing for him.
- [MediaPost](https://www.mediapost.com/publications/article/412831/openclaw-creator-joins-openai-meet-future-of-ads.html)
- [Insight News profile](https://www.insightnews.com/business/one-man-one-hour-one-ai-agent-that-changed-everything/article_44d67191-36aa-4efd-8d35-7c4ef8a9ebce.html)

### **Anthropic Launches Claude Code Security — Cyber Stocks Tumble**
New embedded security scanning feature for Claude that automatically finds vulnerabilities in codebases. JFrog stock plunged 25%, other cybersecurity stocks hit hard.
- [Anthropic announcement](https://www.anthropic.com/news/claude-code-security)
- [Bloomberg coverage](https://www.bloomberg.com/news/articles/2026-02-20/cyber-stocks-slide-as-anthropic-unveils-claude-code-security)
- [Hacker News](https://thehackernews.com/2026/02/anthropic-launches-claude-code-security.html)

### **llama.cpp + GGML Join Hugging Face**
Major consolidation for local AI — Georgi Gerganov's projects joining HF to ensure long-term progress. 208 upvotes on r/LocalLLaMA.
- [Reddit thread](https://www.reddit.com/r/LocalLLaMA/comments/1r9wvg4/ggml_and_llamacpp_join_hf_to_ensure_the_longterm/)

---

## 🤖 MODEL RELEASES

### **Qwen3.5-397B-A17B Released**
New massive Qwen model now available on ModelScope with OpenAI-compatible API endpoints.
- [ModelScope](https://modelscope.cn/models/Qwen/Qwen3.5-397B-A17B)

### **Qwen3 Coder Next: Excellent at Aggressive Quantization**
Community reports IQ3_XXS quantization maintains quality with massive performance gains. Almost no loss until Q3→Q2.
- [Reddit discussion](https://www.reddit.com/r/Loca…


summary:
## 🔧 MAGOO MORNING BRIEF - February 22, 2026 (10:30 AM UTC)

### ⚡ TOP STORY: Claude Code Security Shakes Cybersecurity Sector

**Anthropic launched autonomous vulnerability-hunting AI** that scans codebases for security flaws and suggests fixes. This caused a **multi-billion dollar stock crash** in cybersecurity companies overnight.

🔗 https://www.pcmag.com/news/anthropic-rolls-out-autonomous-vulnerability-hunting-ai-tool-for-claude

---

### 🧠 MAJOR AI BREAKTHROUGHS

**Brain-AI Parallel Discovered**: Scientists found the human brain processes language similarly to LLMs - major neuroscience convergence.

**AI Reveals New Plasma Physics**: Machine learning uncovered unexpected forces in the 4th state of matter.

**Chinese Deep Space AI**: Advanced astronomical AI captures deepest-ever space views.

---

### 🛠 OPEN SOURCE & GITHUB TRENDS

**OpenClaw v2026.2.21** - Major security update + Gemini 3.1 Pro support (216k+ stars, trending on X)

**Ollama 0.17** - Improved OpenClaw onboarding features released

**Qwen Code** - Open-source terminal coding agent (NO API keys, works with local models) - blowing up on r/LocalLLaMA

**MiniMax-M2.5** - New SOTA model excelling in coding + agentic tasks

**oh-my-pi** - Unified AI coding agent supporting 8 tools (Claude Code, Cursor, Windsurf, Gemini, Codex, Cline, etc.)

---

### ⚠ COMMUNITY ALERTS (r/LocalLLaMA)

**🚨 SHADE SOFTWARE IS FRAUDULENT** - Plagiarized copy of Heretic. Community PSA with high engagement.

**🔴 40,000+ AI AGENTS EXPOSED** with full system access - major security vulnerability

**SOTA-to-Edge Timeline Accelerating** - Models reaching devices faster than ever

---

### 💰 FUNDING & INDUSTRY

**World Labs (Fei-Fei Li)** - **$1 BILLION** funding round

**Jump Wealthtech** - $80M Series B for AI advisory

**Ownwell** - $50M Series B (fintech/proptech)

**South Korea leads global open-source AI** development (47.3% of all models)

**Uniswap Labs** released 7 open-source AI skills for autonomous DEX opera…


summary:
# 🌅 Magoo Morning News Brief
**Monday, February 23, 2026 — 10:30 AM UTC**

---

## 🤖 MAJOR MODEL RELEASES

### **Google Gemini 3.1 Pro Takes the Lead**
Google officially reclaimed the frontier model crown with **Gemini 3.1 Pro** (Feb 19), scoring **77.1% on ARC-AGI-2** — more than double Gemini 3 Pro's score. Focus: complex multi-step reasoning and agentic workflows. Rolling out across Gemini app, NotebookLM, Vertex AI.
- 🔗 [Google DeepMind Blog](https://deepmind.google)

### **Anthropic Claude Sonnet 4.6**
Released Feb 17 for enterprise agents. Major advances in coding, agentic tasks, and **1M-token context window** (beta). Pricing unchanged at $3/$15 per million tokens. Positioning as industry standard for high-volume agentic workflows.
- 🔗 [Anthropic News](https://anthropic.com)

### **OpenAI Operator — Full Public Rollout**
Moved out of preview Feb 21. First mass-market "General Purpose Agent" — handles travel booking, complex data research across web. Available for Plus and Team users.
- 🔗 [OpenAI/Reuters](https://openai.com)

---

## 🦀 ZEROCLAW ECOSYSTEM EXPLODING

### **Peter Steinberger Joins OpenAI**
OpenClaw creator Peter Steinberger announced he's joining OpenAI to work on next-gen personal agents. **OpenClaw transitioning to independent foundation** to protect open-source roots.
- 🔗 [Sam Altman X Post](https://x.com/sama)

### **ZeroClaw Launches (Rust Rewrite)**
New Rust-based agent framework: **<5MB RAM**, **<10ms startup**, runs on **$10 hardware**. Claims 99% less memory than OpenClaw. 100% Rust, trait-driven architecture, provider-agnostic.
- 🔗 [github.com/zeroclaw-labs/zeroclaw](https://github.com/zeroclaw-labs/zeroclaw)

### **PicoClaw & ClawWork**
- **PicoClaw** (sipeed): AI agents on $10 hardware with <10MB RAM
- **ClawWork** (HKUDS): OpenClaw as AI coworker with ClawMode + frontend dashboard

---

## 🏢 ANTHROPIC MOVES

### **Claude Cowork Launched**
New file-managing AI agent for **non-technical users**. Can read, manipulate, and analy…


summary:
---

**🌅 MORNING BRIEF — Tuesday, February 24th, 2026**

## 💰 AI Economics — The $650B Question

**Big Tech AI Spend Hits $650B in 2026** (↑58% from 2025's $410B)
Bridgewater Associates warns AI boom entering "more dangerous phase" with exponential infrastructure investment. Alphabet, Amazon, Meta, Microsoft all curbing share buybacks to fund compute expansion. Key risk: demand still outpacing supply despite massive scale-up.
→ https://www.reuters.com/business/big-tech-invest-about-650-billion-ai-2026-bridgewater-says-2026-02-23/

**Johns Hopkins AI Labor Forum (Feb 25)**
Andrew Yang + Nobel economist Simon Johnson argue AI makes work obsolete. Facebook cofounder Chris Hughes + Rumman Chowdhury argue opposite. Mass layoffs continue (Amazon, Microsoft, HP, GM, UPS). 1.28M fewer hires in 2025 vs 2024.
→ https://hub.jhu.edu/2026/02/23/will-ai-make-human-workers-obsolete/

---

## 🔥 GitHub Trending — Agent Architecture Evolution

**🆕 Spacebot (spacedriveapp)** — "An AI agent for teams, communities, multi-user environments"
Concurrent execution model. Never blocks, never forgets. Direct criticism of OpenClaw's subagent handling. One-click deploy to Discord/Slack/Telegram/Twitch.
→ https://github.com/spacedriveapp/spacebot

**🆕 Hive (aden-hive)** — "Outcome-driven agent framework that evolves"
Build autonomous, self-improving agents without hardcoding workflows. Define goals through conversation with coding agent.
→ https://github.com/aden-hive/hive

**🆕 Agent Browser (vercel-labs)** — "Browser automation CLI for AI agents"
Headless Rust CLI with Node.js fallback. Works with Claude Code, Codex, Cursor, Gemini CLI, GitHub Copilot, Goose, OpenCode, Windsurf. Sub-millisecond parsing overhead.
→ https://github.com/vercel-labs/agent-browser

**dbt Agent Skills (dbt-labs)** — Data transformation skills for AI agents
Agent Skills spec-compliant. Compatible across agent products.
→ https://github.com/dbt-labs/dbt-agent-skills

---

## 🗣 Reddit Community Pulse

**r/LocalLL…


summary:
Good morning! Here's your high-signal news brief for Wednesday, February 25th, 2026:

## 🔥 TOP STORY: Anthropic Expands Claude Cowork for Enterprise

**Anthropic launched major updates to Claude Cowork** yesterday, transitioning it from research preview to enterprise-grade product with:
- New connectors for Google Drive, Gmail, DocuSign, FactSet
- Customizable plugins for financial analysis, engineering, HR
- Multi-step task handling across Excel and PowerPoint
- Target: "turbo charge" individual knowledge workers

The announcement rattled then rallied software stocks (IGV ETF recovered from -5% to -1%). Anthropic claims 80% of business is enterprise, competing with OpenAI and Google for lucrative contracts.

**Why it matters**: Anthropic positioning Claude Cowork as essential for every knowledge worker, building on Claude Code's success.

Links:
- https://www.cnbc.com/2026/02/24/anthropic-claude-cowork-office-worker.html
- https://www.theverge.com/ai-artificial-intelligence/883707/anthropic-claude-cowork-updates

---

## 🤖 OPENCLAW & AI AGENTS: Major Media Coverage

**OpenClaw is having a moment** - covered extensively by TechTarget, The Drum, and YouTube:
- Fastest-growing GitHub repo (200K+ stars by early Feb)
- Created by Austrian engineer Peter Steinberger in 1 hour
- Local-first agent framework connecting WhatsApp/Telegram to Claude
- Moltbook launched: "social network for AI agents" with 1.4M active agents

**Security concerns raised**:
- Requires root-level permissions, access to passwords/API secrets
- Palo Alto Networks warns of cybersecurity risks
- Steinberger: "Still rough edges, not for non-technical users"

**Industry take**: Agent frameworks compressing distance between idea and execution, forcing SaaS stress test.

Links:
- https://www.techtarget.com/searchcio/feature/OpenClaw-and-Moltbook-explained-The-latest-AI-agent-craze
- https://openclaw.im/
- https://www.youtube.com/watch?v=rNtEAbeknEM (23 hours ago)

---

## 💻 DEVELOPER TOOLS & CLAUDE COD…


summary:
---

## 📰 MAGOO MORNING BRIEF
**Thursday, February 26, 2026 | 10:30 AM UTC**

---

### 🚨 TOP AI HEADLINES

**1. NVIDIA CEO: "AI Boom Just Getting Started" — Decade of Growth Ahead**
Jensen Huang predicts AI will be "everywhere" as the industry enters a ~10-year buildout phase. He notes current capacity is just a fraction of what the world needs. On China: NVIDIA guiding to zero revenue from China this quarter despite some license approvals.
- 🔗 https://www.foxbusiness.com/technology/nvidia-ceo-says-ai-boom-just-getting-started-ai-going-everywhere

**2. AI Developing So Fast It's "Hard to Measure" — METR Report Alarms Experts**
New METR research shows AI capability doubling every ~7 months, with the trend *accelerating*. Claude Opus 4.6 broke all records. Researchers describe the situation as "nothing, nothing, nothing, everything" — comparing the exponential growth to COVID-style deceptive doubling.
- 🔗 https://news.sky.com/story/ai-is-developing-so-fast-it-is-becoming-hard-to-measure-experts-say-13512068

**3. DeepSeek Withholds V4 Model from US Chipmakers (Nvidia, AMD)**
Breaking from industry practice, Chinese AI lab DeepSeek is excluding US chipmakers from early access to its upcoming V4 model — giving priority to domestic supplier Huawei instead. A senior Trump admin official confirmed DeepSeek previously trained on Nvidia chips. Seen as potential trade retaliation.
- 🔗 https://www.reuters.com/world/china/deepseek-withholds-latest-ai-model-us-chipmakers-including-nvidia-sources-say-2026-02-25/

**4. Claude Code Security Flaws Disclosed — RCE & API Key Exfiltration**
Check Point researchers revealed 3 vulnerabilities in Anthropic's Claude Code (CVE-2025-59536, CVE-2026-21852) allowing remote code execution and API key theft via malicious repos. All fixed in versions 1.0.87+ and 1.0.111+. If using Claude Code, **update immediately**.
- 🔗 https://thehackernews.com/2026/02/claude-code-flaws-allow-remote-code.html

---

### 🛠 GITHUB TRENDING (AI/AGENTS)

| R…


summary:
Good morning, Skinny. Here's your intelligence brief for Friday, February 27th, 2026:

---

## 🚨 BREAKING

**🛡 Critical OpenClaw Vulnerability Patched (UPDATE IMMEDIATELY)**
Oasis Security discovered a severe vulnerability chain in OpenClaw allowing any website to silently hijack your AI agent via WebSocket localhost connections—no plugins or user interaction required. Update to version **2026.2.25 or later** immediately.
[Source Link](https://www.prnewswire.com/news-releases/oasis-security-research-team-discovers-critical-vulnerability-in-openclaw-302698939.html)

---

## 🤖 AI & COMMUNITY

**OpenAI vs Anthropic: The AI Cold War Goes Public**
Super Bowl ads from Anthropic mocked OpenAI's plan to add ads to ChatGPT. Sam Altman fired back calling them "clearly dishonest." The rivalry stems from philosophical differences—OpenAI's speed vs Anthropic's safety-first approach. Comparison being made to Coke vs Pepsi-level brand warfare.
[Source Link](https://www.latimes.com/business/story/2026-02-26/battle-of-ai-brands-whats-behind-bad-blood-between-openai-anthropic)

**Meta Signs Multibillion-Dollar Deal to Lease Google AI Chips**
Meta is renting Google's TPUs (Tensor Processing Units) to train new AI models, intensifying competition with Nvidia. Major strategic shift for both companies.
[Source Link](https://www.techinasia.com/news/meta-reportedly-lease-google-ai-chips-multibilliondollar-deal)

**State of AI Agents 2026 Report Released**
Prosus published a major report declaring "autonomy is here"—the industry shifted from "which model is smartest" to "how long can your agent work autonomously before breaking." Key milestones from 2025: MCP became standard, Claude Code and agentic IDEs changed developer workflows, and OpenAI/Stripe's Agentic Commerce Protocol enabled real transactions.
[Source Link](https://www.prosus.com/news-insights/2026/state-of-ai-agents-2026-autonomy-is-here)

**OpenClaw Community Buzz**
- r/LocalLLaMA debate: "Why is OpenClaw even this popular?…

deliveryStatus: delivered


summary:
# MORNING BRIEF | Saturday, February 28, 2026

## 🚨 BREAKING

**US & Israel Launch Pre-emptive Strike on Iran**
- Explosions reported near Supreme Leader Khamenei's office in Tehran
- Israel declared state of emergency; US embassy in Jerusalem authorized departure for staff
- Khamenei moved to secure location
[Source: AP News](https://apnews.com/live/live-updates-israel-iran-february-28-2026) | [Source: CNN](https://www.cnn.com/2026/02/28/middleeast/israel-attack-iran-intl-hnk)

---

## 🤖 AI & TECH

**OpenAI Raises $110 Billion** — Largest private tech funding in history
- Backed by Amazon, Nvidia, SoftBank
- Valuation: $730B-$840B
- "Entering a new phase of growth"
[Source: NYT](https://www.nytimes.com/2026/02/27/business/openai-funding.html) | [Source: CNBC](https://www.cnbc.com/2026/02/27/open-ai-funding-round-amazon.html)

**Anthropic vs Pentagon Standoff Escalates**
- CEO Dario Amodei: "Cannot in good conscience accede" to Pentagon demands
- Trump orders federal agencies to stop using Anthropic technology
- Pentagon given 6-month phase-out period for embedded systems
[Source: Politico](https://www.politico.com/news/2026/02/26/anthropic-rejects-pentagons-ai-demands-00802554) | [Source: PBS](https://www.pbs.org/newshour/politics/trump-orders-federal-agencies-to-stop-using-anthropic-tech-over-ai-safety-dispute)

**CoreWeave Stock Crashes 20%**
- Q4 earnings beat on revenue but capex concerns spook investors
- Expects to double capital expenditure in 2026
- Nvidia guarantees data center lease financing
[Source: Reuters](https://www.reuters.com/business/coreweave-beats-fourth-quarter-revenue-estimates-2026-02-26/) | [Source: Motley Fool](https://www.fool.com/investing/2026/02/27/why-coreweave-stock-was-tumbling-today/)

---

## 🌍 GLOBAL / POLITICAL

**Pakistan Declares "Open War" with Afghanistan**
- Deadliest border clashes in years
- Pakistan airstrikes on Kabul kill 130+
- Afghanistan claims strikes on Islamabad, Abbottabad
[Source: NYT](https://www.nytimes.co…


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deliveryError: Connection error.


summary:
🚨 **BREAKING**

**US-Israel Launch Military Operation Against Iran; Trump Calls for Regime Change**
Day two of coordinated US-Israeli strikes on Iran. Hezbollah trading missile strikes with Israel "in revenge." Gen. David Petraeus and Brett McGurk analyzing the situation on CNN. Trump publicly urging Iranian regime change.
[Source](https://thehill.com/homenews/administration/5760945-live-updates-trump-iran-strikes-regime-change/)

**OpenAI Secures Pentagon Classified Network Deal; Anthropic Designated Supply-Chain Risk**
Sam Altman announced OpenAI will provide AI models to the DoD's classified network with built-in safeguards against mass surveillance and autonomous weapons. Meanwhile, Trump directed federal agencies to phase out Anthropic products after the company objected to unlimited military use. Sec. Def. Pete Hegseth designated Anthropic a supply-chain risk—no contractor can do business with them. Anthropic says it will challenge in court. 60+ OpenAI employees and 300+ Google employees signed a letter supporting Anthropic's position.
[Source](https://digitalmarketreports.com/news/62392/openai-reaches-pentagon-agreement-as-anthropic-faces-federal-phase-out-and-supply-chain-threat/) | [Bloomberg Analysis](https://www.bloomberg.com/opinion/articles/2026-03-02/ai-disruption-anthropic-s-partners-are-making-a-deal-with-the-devil)

---

🛠 **GITHUB TRENDING**

**AWS Strands Agent + Bedrock AgentCore Reference Architecture**
End-to-end multi-agent chatbot sample combining Strands orchestration with Amazon Bedrock AgentCore. Features 100+ tools across 20 skill groups, browser automation via Nova Act, real-time voice with Nova Sonic 2, and A2A protocol for agent-to-agent collaboration—including remote Claude Agent SDK for coding tasks.
[Source](https://github.com/aws-samples/sample-strands-agent-with-agentcore)

**awesome-llm-agents — Curated Framework List**
Updated 17h ago with DeepAnalyze (autonomous data science), Agent OS (safety-first kernel for governing auton…


summary:
---

## 🎯 MAGOO MORNING BRIEF — 10:30 AM UTC, Tuesday March 3, 2026

### 🛠 GITHUB TRENDING (Agentic AI Focus)

• **[moeru-ai/airi](https://github.com/moeru-ai/airi)** — Self-hosted Grok Companion with real-time voice chat, Minecraft & Factorio playing capabilities. Web/macOS/Windows. 1,412 stars today.

• **[ruvnet/ruflo](https://github.com/ruvnet/ruflo)** — Agent orchestration platform for Claude. Multi-agent swarms, autonomous workflows, RAG integration, native Claude Code/Codex support. 830 stars today.

• **[alibaba/OpenSandbox](https://github.com/alibaba/OpenSandbox)** — Sandbox platform for AI applications with multi-language SDKs, Docker/K8s runtimes for coding agents and RL training. 1,026 stars today.

• **[anthropics/prompt-eng-interactive-tutorial](https://github.com/anthropics/prompt-eng-interactive-tutorial)** — Anthropic's official interactive prompt engineering tutorial. 526 stars today.

• **[superset-sh/superset](https://github.com/superset-sh/superset)** — IDE for the AI Agents Era. Run armies of Claude Code, Codex on your machine. 585 stars today.

• **[K-Dense-AI/claude-scientific-skills](https://github.com/K-Dense-AI/claude-scientific-skills)** — Ready-to-use agent skills for research, science, engineering, and finance.

[Source: https://github.com/trending]

---

### 🤖 AI & COMMUNITY

• **Anthropic-Pentagon Conflict Escalates** — US military used Claude AI for intelligence assessments and target identification in strikes against Iran on Saturday, hours after Trump announced a ban on federal government use of Anthropic tools. Trump later walked back to a 6-month phaseout. Former Trump advisor calls it "attempted corporate murder."
[Source: https://www.theverge.com/ai-artificial-intelligence]

• **Sam Altman Responds to Pentagon Tensions** — OpenAI CEO said he planned to add two sentences to OpenAI's Pentagon agreement to address surveillance concerns, while reiterating Anthropic should not be designated a supply chain risk.
[Source: https://w…


summary:
**MAGOO MORNING BRIEF — 10:30 AM UTC (5:30 AM EST), Wednesday March 4, 2026**

---

## 🚨 BREAKING: IRAN CONFLICT ESCALATION

- **Israel strikes security HQ across Tehran**; Iran retaliates against US sites in Dubai (drone fire at consulate) and Qatar (missile hits US base). Civilian deaths in Iran now exceed 1,000.
  [Source: BBC Live](https://www.bbc.com/news/live/c62gg44d53xt)

- **Spain's PM Sánchez rebukes Trump** after threat to cut trade: "No to war."
  [Source: BBC](https://www.bbc.com/news/articles/c93wwq1n542o)

- **First US soldiers killed in Iran conflict identified** — four named, ages 20-42.
  [Source: BBC](https://www.bbc.com/news/articles/c4gq33ynl07o)

---

## 🛠 GITHUB TRENDING (AGENTIC AI)

- **superset-sh/superset** — IDE for the AI Agents Era. Run armies of Claude Code, Codex on your machine. **632 stars today (4,578 total)** — ⚠ OPENCLAW COMPETITOR
  [Source: GitHub](https://github.com/superset-sh/superset)

- **msitarzewski/agency-agents** — Complete AI agency with specialized agents (frontend wizards, Reddit ninjas, etc.). **593 stars today (4,521 total)**
  [Source: GitHub](https://github.com/msitarzewski/agency-agents)

- **alibaba/OpenSandbox** — General-purpose sandbox platform for AI apps, multi-language SDKs, Docker/K8s runtimes. **1,150 stars today (5,672 total)**
  [Source: GitHub](https://github.com/alibaba/OpenSandbox)

- **LMCache/LMCache** — Fastest KV cache layer for LLMs. Potential 2x speedup. **135 stars today (7,490 total)**
  [Source: GitHub](https://github.com/LMCache/LMCache)

---

## 🤖 AI & RESEARCH

- **Agentic Engineering Patterns** — Simon Willison's guide to building reliable AI agents.
  [Source: simonwillison.net](https://simonwillison.net/guides/agentic-engineering-patterns/)

- **"When AI writes the software, who verifies it?"** — Leonardo de Moura (Lean prover creator) on AI code verification challenges.
  [Source: leodemoura.github.io](https://leodemoura.github.io/blog/2026/02/28/when-ai-writes-the-worlds-softw…


summary:
---

## 📰 MAGOO MORNING BRIEF — Thursday, March 5, 2026 (10:30 UTC)

### 🛠 GITHUB TRENDING (Agentic AI Focus)

| Repo | Stars | Today | Why It Matters |
|------|-------|-------|----------------|
| [KeygraphHQ/shannon](https://github.com/KeygraphHQ/shannon) | 31k | +1,854 | **Autonomous AI pentester** — 96% on XBOW benchmark, source-aware |
| [msitarzewski/agency-agents](https://github.com/msitarzewski/agency-agents) | 6k | +2,209 | **Complete AI agency** — specialized agents with personalities |
| [alibaba/OpenSandbox](https://github.com/alibaba/OpenSandbox) | 6.2k | +788 | **Sandbox platform for AI apps** — Docker/K8s runtimes, multi-language SDKs |
| [K-Dense-AI/claude-scientific-skills](https://github.com/K-Dense-AI/claude-scientific-skills) | 🆙 | — | **Claude Agent Skills** for research/science/engineering/finance |
| [agentscope-ai/agentscope](https://github.com/agentscope-ai/agentscope) | 🆙 | — | **Build agents you can see, understand and trust** |
| [ItzCrazyKns/Perplexica](https://github.com/ItzCrazyKns/Perplexica) | 31k | +1,090 | **AI answering engine** — open-source Perplexity alternative |
| [moeru-ai/airi](https://github.com/moeru-ai/airi) | 26k | +1,454 | **Self-hosted Grok companion** — voice chat, Minecraft/Factorio playing |

---

### 🤖 AI & COMMUNITY

**[r/LocalLLaMA]**
- [Qwen3.5 on V100s](https://www.reddit.com/r/LocalLLaMA/comments/1rlabhd/some_tests_of_qwen35_on_v100s/) — Testing 27B/35B with graph split on 2x V100s with NVLink
- [Self-hosted AI tools discussion](https://www.reddit.com/r/LocalLLaMA/comments/1rle6da/selfhost_tested_ai_tool/) — Which tools actually work with OpenAI-compatible APIs beyond localhost?

**[r/openclaw]**
- [OpenClaw on Amazon Lightsail](https://www.reddit.com/r/openclaw/comments/1rle81f/openclaw_on_amazon_lightsail_aws_to_run_your/) — AWS blog post — pre-configured with Bedrock as default provider
- [Agent stuck in skill-finding loop](https://www.reddit.com/r/openclaw/comments/1rldhl7/agent_stuck_finding_the_righ…


summary:
# 🌅 MORNING BRIEF — Friday, March 6, 2026

---

## 🚨 BREAKING

### Iran-Israel War Intensifying
US warns attacks will intensify as Tehran residents describe "worst night" of Israeli strikes. Saudi Arabia, Qatar, and Bahrain intercepted attacks overnight. Iran school and military base struck, killing 168. Four arrested in UK on suspicion of aiding Iran's intelligence service.
- [Live Updates](https://www.bbc.com/news/live/ceqvwrydzpqt)
- [BBC Analysis](https://www.bbc.com/news/articles/c93jj3gz8x0o)

### Anthropic vs US Department of War
Dario Amodei issued a statement after Anthropic was designated a "supply chain risk" by the Dept of War. Anthropic will challenge in court but continue supporting warfighters at nominal cost during transition. The designation stems from Anthropic's refusal to work on fully autonomous weapons and mass domestic surveillance.
- [Full Statement](https://www.anthropic.com/news/where-stand-department-war)

---

## 🤖 AI & TECH

### OpenAI Releases GPT-5.4
Major new frontier model with native computer-use capabilities, 1M token context, and improved reasoning/coding. Key stats:
- **83%** on GDPval (professional knowledge work across 44 occupations)
- **75%** on OSWorld-Verified computer-use benchmark (exceeds human 72.4%)
- **57.7%** on SWE-Bench Pro
- 33% fewer factual errors vs GPT-5.2
- Available as "GPT-5.4 Thinking" and "GPT-5.4 Pro" in ChatGPT
- [Announcement](https://openai.com/index/introducing-gpt-5-4/)

### Anthropic Labor Market Research
New study introduces "observed exposure" metric combining theoretical AI capability with real usage data. Key finding: no systematic unemployment increase for highly exposed workers yet, but hiring of younger workers has slowed in exposed occupations.
- [Research Paper](https://www.anthropic.com/research/labor-market-impacts)

### Wikipedia Mass Admin Compromise
Wikipedia went read-only after mass admin account compromise. 975 points on HN with 342 comments discussing the security incident.
- […


summary:
---

## MAGOO MORNING BRIEF — Saturday, March 7, 2026 (10:30 UTC)

---

### 🛠 GITHUB TRENDING

**Moeru-ai/airi** — Self-hosted Grok Companion / AI waifu with realtime voice chat, Minecraft & Factorio playing. 30K+ stars, +2,562 today.
[Source Link](https://github.com/moeru-ai/airi)

**QwenLM/Qwen-Agent** — Agent framework for Qwen>=3.0 with Function Calling, MCP, Code Interpreter, RAG, Chrome extension.
[Source Link](https://github.com/QwenLM/Qwen-Agent)

**Microsoft/hve-core** — Hypervelocity Engineering components (prompts, agents, skills) for Copilots.
[Source Link](https://github.com/microsoft/hve-core)

**OpenAI/skills** — Official Skills Catalog for Codex. 12,327 stars, +595 today.
[Source Link](https://github.com/openai/skills)

**InclusionAI/AReaL** — Lightning-fast RL for LLM Reasoning and Agents.
[Source Link](https://github.com/inclusionAI/AReaL)

---

### 🤖 AI & COMMUNITY

**Claude Code passion post goes viral on HN** — 60-year-old dev: "Claude Code has re-ignited a passion." 444 points, 311 comments.
[Source Link](https://news.ycombinator.com/item?id=47282777)

**Anthropic hardens Firefox** — Red Team publishes security guide for Firefox hardening. 569 points.
[Source Link](https://news.ycombinator.com/item?id=47273854)

**OBLITERATUS: Remove censorship from open-weight LLMs** — Tool gaining traction on HN.
[Source Link](https://github.com/elder-plinius/OBLITERATUS)

**OpenAI delays ChatGPT "adult mode"** — Pushed out to focus on intelligence gains, personalization.
[Source Link](https://www.theverge.com/ai-artificial-intelligence)

**Codex Security launched** — AI agent for identifying and fixing app security issues.
[Source Link](https://openai.com/index/codex-security-now-in-research-preview)

**Anthropic usage booming despite Pentagon designation** — Claude breaking daily signup records globally.
[Source Link](https://www.theverge.com/ai-artificial-intelligence)

**Meta argues pirated books via BitTorrent is fair use** — In ongoing lawsuit.
[Sourc…