[cron:2b05c350-dbfd-4f34-af01-133b602ee818 Magoo News Pulse] **Magoo News Pulse — DIVERSE BRIEFING PROTOCOL**

**REQUIREMENTS:**
- 10-12 items minimum
- **NO MORE than 2 items on the same topic/story** (even from different sources)
- Diverse sources: mix of Reuters, AP, BBC, Politico, TechCrunch, Ars, etc.

**STEP 1:** Read memory, extract existing URLs

**STEP 2:** Search broadly across categories:
- GitHub/Tech (2-3 items) — repos, releases, security
- AI Industry (2-3 items) — OpenAI, Anthropic, Google, Meta, startups
- Global Politics (2-3 items) — US, Europe, Asia, conflicts, policy
- Markets/Crypto (2 items) — stocks, Fed, crypto, earnings
- Science/Space (2 items) — discoveries, space missions, health

**STEP 3:** FILTER & CURATE
- Remove duplicate URLs
- Remove over-reported: Anthropic $30B, NASA Crew-12, DHS shutdown, Munich Conference
- **CRITICAL: If you find 3+ stories on same topic, pick only the 2 best, discard rest**
- Ensure variety: don't have 3 Ukraine stories, 2 is max

**STEP 4:** Format briefing
📰 **Magoo Briefing** — [Time EST], [Date]

🛠 **TECH:**
🤖 **AI:**
🌍 **GLOBAL:**
💰 **MARKETS:**
🔬 **SCIENCE:**

**STEP 5:** Send via message tool to 6558388607

**STEP 6:** Append URLs to memory

If you can't find 10 diverse items, send: "📰 **Magoo Briefing** — Only [X] diverse items this cycle. Waiting for more news."
Current time: Monday, February 16th, 2026 — 8:05 PM (UTC)


Alright, I'm Magoo and this is my news pulse cron job. Let me follow the protocol:

**STEP 1:** Read memory to extract existing URLs to avoid duplicates

I need to check my memory files to see what URLs I've already reported.

I'll start by reading my memory to check for previously reported URLs.


EISDIR: illegal operation on a directory, read


I need to read the actual memory files. Let me check what's in the memory directory first, then read recent memory files.


total 316
drwx---rwx 2 crogers2287 crogers2287  4096 Feb 16 19:42 .
drwxr-xr-x 5 crogers2287 crogers2287  4096 Feb 15 01:20 ..
-rw-rw-r-- 1 crogers2287 crogers2287  8679 Feb 16 03:44 2026-02-12-0252.md
-rw-rw-r-- 1 crogers2287 crogers2287  3736 Feb 16 03:44 2026-02-13-1820-news-pulse.md
-rw-rw-r-- 1 crogers2287 crogers2287  3266 Feb 16 03:44 2026-02-13-news-pulse.md
-rw-rw-r-- 1 crogers2287 crogers2287  3977 Feb 16 03:44 2026-02-13-phoneclaw-apk.md
-rw-rw-r-- 1 crogers2287 crogers2287 12340 Feb 16 03:44 2026-02-13.md
-rw-rw-r-- 1 crogers2287 crogers2287  1978 Feb 16 03:44 2026-02-14-1240-news-pulse.md
-rw-rw-r-- 1 crogers2287 crogers2287  1149 Feb 16 03:44 2026-02-14-1305-news-pulse.md
-rw-rw-r-- 1 crogers2287 crogers2287  1504 Feb 16 03:44 2026-02-14-1323-news-pulse.md
-rw-rw-r-- 1 crogers2287 crogers2287  1465 Feb 16 03:44 2026-02-14-1340-news-pulse.md
-rw-rw-r-- 1 crogers2287 crogers2287  1393 Feb 16 03:44 2026-02-14-1405-news-pulse.md
-rw-rw-r-- 1 crogers2287 crogers2287   915 Feb 16 03:44 2026-02-14-1422-news-pulse.md
-rw-rw-r-- 1 crogers2287 crogers2287  1911 Feb 16 03:44 2026-02-14-1520-news-pulse.md
-rw-rw-r-- 1 crogers2287 crogers2287  1100 Feb 16 03:44 2026-02-14-1540-news-pulse.md
-rw-rw-r-- 1 crogers2287 crogers2287  1474 Feb 16 03:44 2026-02-14-1605-news-pulse.md
-rw-rw-r-- 1 crogers2287 crogers2287  1445 Feb 16 03:44 2026-02-14-1622-news-pulse.md
-rw-rw-r-- 1 crogers2287 crogers2287  1436 Feb 16 03:44 2026-02-14-1640-news-pulse.md
-rw-rw-r-- 1 crogers2287 crogers2287  1190 Feb 16 03:44 2026-02-14-1741-news-pulse.md
-rw-rw-r-- 1 crogers2287 crogers2287  1155 Feb 16 03:44 2026-02-14-1805-news-pulse.md
-rw-rw-r-- 1 crogers2287 crogers2287  1087 Feb 16 03:44 2026-02-14-1821-news-pulse.md
-rw-rw-r-- 1 crogers2287 crogers2287  1343 Feb 16 03:44 2026-02-14-1842-news-pulse.md
-rw-rw-r-- 1 crogers2287 crogers2287  1612 Feb 16 03:44 2026-02-14-1910-news-pulse.md
-rw-rw-r-- 1 crogers2287 crogers2287  1396 Feb 16 03:44 2026-02-14-1921-news-pulse.md
-rw-rw-r-- 1 crogers2287 crogers2287  1101 Feb 16 03:44 2026-02-14-1942-news-pulse.md
-rw-rw-r-- 1 crogers2287 crogers2287  1252 Feb 16 03:44 2026-02-14-2022-news-pulse.md
-rw-rw-r-- 1 crogers2287 crogers2287  1270 Feb 16 03:44 2026-02-14-2042-news-pulse.md
-rw-rw-r-- 1 crogers2287 crogers2287  1024 Feb 16 03:44 2026-02-14-2105-news-pulse.md
-rw-rw-r-- 1 crogers2287 crogers2287  1422 Feb 16 03:44 2026-02-14-2123-news-pulse.md
-rw-rw-r-- 1 crogers2287 crogers2287  1791 Feb 16 03:44 2026-02-14-2142-news-pulse.md
-rw-rw-r-- 1 crogers2287 crogers2287  1262 Feb 16 03:44 2026-02-14-2203-news-pulse.md
-rw-rw-r-- 1 crogers2287 crogers2287  1497 Feb 16 03:44 2026-02-14-2220-news-pulse.md
-rw-rw-r-- 1 crogers2287 crogers2287  1529 Feb 16 03:44 2026-02-14-2242-news-pulse.md
-rw-rw-r-- 1 crogers2287 crogers2287  1034 Feb 16 03:44 2026-02-14-2307-news-pulse.md
-rw-rw-r-- 1 crogers2287 crogers2287  1322 Feb 16 03:44 2026-02-14-2320-news-pulse.md
-rw-rw-r-- 1 crogers2287 crogers2287  1209 Feb 16 03:44 2026-02-14-news-pulse.md
-rw-rw-r-- 1 crogers2287 crogers2287  1162 Feb 16 03:44 2026-02-14.md
-rw-rw-r-- 1 crogers2287 crogers2287  1152 Feb 16 03:44 2026-02-15-0005-news-pulse.md
-rw-rw-r-- 1 crogers2287 crogers2287  1567 Feb 15 01:21 2026-02-15-0120-news-pulse.md
-rw-rw-r-- 1 crogers2287 crogers2287  1416 Feb 15 01:44 2026-02-15-0143-news-pulse.md
-rw-rw-r-- 1 crogers2287 crogers2287  1775 Feb 15 02:02 2026-02-15-0200-news-pulse.md
-rw-rw-r-- 1 crogers2287 crogers2287  1512 Feb 15 02:22 2026-02-15-0220-news-pulse.md
-rw-rw-r-- 1 crogers2287 crogers2287  1508 Feb 15 02:41 2026-02-15-0240-news-pulse.md
-rw-rw-r-- 1 crogers2287 crogers2287  1522 Feb 15 03:06 2026-02-15-0306-news-pulse.md
-rw-rw-r-- 1 crogers2287 crogers2287  1558 Feb 15 03:22 2026-02-15-0320-news-pulse.md
-rw-rw-r-- 1 crogers2287 crogers2287  2329 Feb 15 03:41 2026-02-15-0340-news-pulse.md
-rw-rw-r-- 1 crogers2287 crogers2287  2203 Feb 15 04:07 2026-02-15-0405-news-pulse.md
-rw-rw-r-- 1 crogers2287 crogers2287  1988 Feb 15 10:02 2026-02-15-1000-news-pulse.md
-rw-rw-r-- 1 crogers2287 crogers2287  1515 Feb 15 10:21 2026-02-15-1020-news-pulse.md
-rw-rw-r-- 1 crogers2287 crogers2287  2088 Feb 15 10:42 2026-02-15-1040-news-pulse.md
-rw-rw-r-- 1 crogers2287 crogers2287  1832 Feb 15 11:10 2026-02-15-1107-news-pulse.md
-rw-rw-r-- 1 crogers2287 crogers2287  1805 Feb 15 11:41 2026-02-15-1140-news-pulse.md
-rw-rw-r-- 1 crogers2287 crogers2287  2001 Feb 15 12:06 2026-02-15-1200-news-pulse.md
-rw-rw-r-- 1 crogers2287 crogers2287  1567 Feb 15 12:23 2026-02-15-1220-news-pulse.md
-rw-rw-r-- 1 crogers2287 crogers2287  1550 Feb 15 12:41 2026-02-15-1240-news-pulse.md
-rw-rw-r-- 1 crogers2287 crogers2287  1511 Feb 15 13:06 2026-02-15-1304-news-pulse.md
-rw-rw-r-- 1 crogers2287 crogers2287  1976 Feb 15 13:42 2026-02-15-1340-news-pulse.md
-rw-rw-r-- 1 crogers2287 crogers2287  2786 Feb 15 14:09 2026-02-15-1407-news-pulse.md
-rw-rw-r-- 1 crogers2287 crogers2287  1862 Feb 15 22:02 2026-02-15-2200-news-pulse.md
-rw-rw-r-- 1 crogers2287 crogers2287  1768 Feb 15 22:43 2026-02-15-2242-news-pulse.md
-rw-rw-r-- 1 crogers2287 crogers2287  1008 Feb 16 03:44 2026-02-15.md
-rw-rw-r-- 1 crogers2287 crogers2287  1570 Feb 16 03:02 2026-02-16-0300-news-pulse.md
-rw-rw-r-- 1 crogers2287 crogers2287  1941 Feb 16 04:02 2026-02-16-0400-news-pulse.md
-rw-rw-r-- 1 crogers2287 crogers2287  2215 Feb 16 10:24 2026-02-16-1022-news-pulse.md
-rw-rw-r-- 1 crogers2287 crogers2287  2057 Feb 16 10:42 2026-02-16-1041-news-pulse.md
-rw-rw-r-- 1 crogers2287 crogers2287  2925 Feb 16 11:42 2026-02-16-1142-news-pulse.md
-rw-rw-r-- 1 crogers2287 crogers2287  1189 Feb 16 15:09 2026-02-16-1509-news-pulse.md
-rw-rw-r-- 1 crogers2287 crogers2287  2984 Feb 16 15:18 2026-02-16-1517-tech-radar.md
-rw-rw-r-- 1 crogers2287 crogers2287  2436 Feb 16 16:23 2026-02-16-1620-news-pulse.md
-rw-rw-r-- 1 crogers2287 crogers2287  1929 Feb 16 17:22 2026-02-16-1720-news-pulse.md
-rw-rw-r-- 1 crogers2287 crogers2287  2525 Feb 16 17:41 2026-02-16-1740-news-pulse.md
-rw-rw-r-- 1 crogers2287 crogers2287  1286 Feb 16 18:21 2026-02-16-1820-news-pulse.md
-rw-rw-r-- 1 crogers2287 crogers2287  2598 Feb 16 19:42 2026-02-16-1940-news-pulse.md
-rw-rw-r-- 1 crogers2287 crogers2287  3704 Feb 16 19:21 2026-02-16.md


Good, I can see the most recent news pulse files. Let me read the last few to extract URLs and avoid duplicates. I'll read the most recent one from today (2026-02-16-1940-news-pulse.md) and maybe a couple before that.


## News Pulse URLs — 2026-02-16 19:40 UTC (Diverse Briefing)

### Magoo Briefing — 2:40 PM EST, Monday Feb 16, 2026
Sent 11 diverse items covering Tech, AI, Global Politics, Markets, Science, and Regulatory.

### Source URLs Logged (for duplicate checking)
- https://spectrum.ieee.org/dram-shortage
- https://thehackernews.com/2026/02/new-chrome-zero-day-cve-2026-2441-under.html
- https://www.bleepingcomputer.com/news/security/cisa-orders-feds-to-patch-beyondtrust-flaw-within-three-days/
- https://www.msn.com/en-us/news/technology/scientists-create-chatgpt-like-ai-model-for-neuroscience-to-build-one-of-the-most-detailed-mouse-brain-maps-to-date/ar-AA1O0mDu
- https://influencermagazine.uk/2026/02/alibaba-launches-qwen3-5-signaling-a-bold-shift-toward-the-agentic-ai-era/
- https://www.nytimes.com/2026/02/16/world/middleeast/iran-strait-hormuz-exercise-talks-geneva-trump.html
- https://www.dw.com/en/will-europe-move-to-boost-diplomacy-with-russia/a-75989739
- https://www.privateequityinternational.com/japanese-vcs-face-dpi-hurdles-under-new-listing-rules/
- https://www.crossriver.com/insights/jobs-report-surprise-erebor-opens-its-doors-stripe-hits-140bn-valuation
- https://www.miragenews.com/molecular-glue-large-scale-breakthrough-unveiled-1620457/
- https://www.msn.com/en-gb/news/techandscience/sex-in-space-human-reproduction-beyond-earth-policy-must-be-urgently-addressed-experts-say/ar-AA1VZivQ
- https://www.reuters.com/sustainability/boards-policy-regulation/edwards-lifesciences-scraps-anti-cat-policy-eu-drops-antitrust-investigation-2026-02-16/

### Coverage Breakdown
- **Tech:** 3 items (AI chip shortage, Chrome zero-day, CISA BeyondTrust)
- **AI:** 2 items (UCSF/Allen neuroscience AI, Alibaba Qwen3.5)
- **Global:** 2 items (Iran Strait of Hormuz, Europe-Russia diplomacy)
- **Markets:** 2 items (Japan VC IPO rules, Stripe $140B valuation)
- **Science:** 2 items (Molecular glue, space reproduction)
- **Regulatory:** 1 item (Edwards Lifesciences EU antitrust)

### Search Strategy Notes
- Brave API: Rate limited immediately (429 errors, 1011/2000 quota used)
- SearXNG fallback: Successful with "day" freshness filter
- Diverse searches across 8 different queries
- All items are <24h old and from authoritative sources

### Technical Notes
- ✅ Achieved 11 diverse items meeting protocol requirements
- ✅ No more than 2 items per subcategory
- ✅ All sources with clickable links provided
- ✅ Avoided duplicates from previous pulses
- Time gap from last pulse: ~90 minutes (18:20 → 19:40 UTC)

### Next Pulse
Target: 2026-02-16 22:40 UTC (5:40 PM EST)


## News Pulse URLs — 2026-02-16 18:20 UTC (Insufficient Items)

### Magoo Briefing — 1:20 PM EST, Monday Feb 16, 2026
Unable to retrieve sufficient diverse items (only 1 found).

### Source URLs Logged (for duplicate checking)
- https://www.helpnetsecurity.com/2026/02/16/github-security-advisorie-review-timelines-study/

### Coverage Breakdown
- **Tech:** 1 item (GitHub security advisory study)
- **AI:** 0 items
- **Global:** 0 items
- **Markets:** 0 items
- **Science:** 0 items

### Search Strategy Notes
- Brave API: Rate limited (429 errors, 1006/2000 quota used)
- SearXNG fallback: Failed to return actual news articles — returned homepages and generic content
- Direct web_fetch: Failed to extract article content from Reuters/TechCrunch/Ars (only footer/navigation extracted)
- Multiple search attempts across all categories yielded no fresh, relevant news articles

### Technical Issues
- Time gap from last pulse: 40 minutes (17:40 → 18:20 UTC)
- SearXNG "day" freshness filter not working as expected
- web_fetch extracting navigation/footer content instead of article bodies
- Need to investigate alternative search strategies

### Next Pulse
Target: 2026-02-16 20:20 UTC (3:20 PM EST)
Recommendation: Wait longer between pulses to allow more news to accumulate


## News Pulse URLs — 2026-02-16 17:40 UTC (Diverse Briefing)

### Magoo Briefing — 12:40 PM EST, Monday Feb 16, 2026
Sent 12 diverse items covering Tech, AI, Global Politics, Markets, and Iran Crisis.

### Source URLs Logged (for duplicate checking)
- https://www.thedailyjagran.com/technology/warning-update-your-chrome-immediately-google-patches-actively-exploited-chrome-zero-day-vulnerability-10299073
- https://www.prnewswire.com/news-releases/secureclaw-by-adversa-ai-launches-as-the-first-owasp-aligned-open-source-security-plugin-and-skill-for-openclaw-ai-agents-302688674.html
- https://www.forbes.com/sites/ronschmelzer/2026/02/16/openai-hires-openclaw-creator-peter-steinberger-and-sets-up-foundation/
- https://nypost.com/2026/02/16/business/california-ballot-measures-that-appear-aimed-at-openai-were-filed-by-stepbrother-of-employee-at-rival-anthropic/
- https://www.devdiscourse.com/article/law-order/3806621-high-stakes-peace-talks-commence-in-geneva
- https://www.middleeastmonitor.com/20260216-genocide-is-taking-place-in-gaza-directors-gaza-comments-ignite-political-tension-at-berlin-film-festival/
- https://www.reuters.com/ (Trump Greenland/NATO doubts)
- https://www.reuters.com/ (UK defense spending)
- https://www.reuters.com/ (Israel West Bank annexation)
- https://www.coindesk.com/markets/2026/02/16/crypto-market-drowns-in-red-as-bitcoin-falls-to-usd68-000
- https://www.crypto-news-flash.com/us-economic-calendar-focus-bitcoin-dips/
- https://www.reuters.com/ (Iran nuclear crisis / US carrier deployment)

### Coverage Breakdown
- **Tech:** 2 items (Chrome zero-day, SecureClaw launch)
- **AI:** 2 items (OpenAI/Steinberger, California ballot measures)
- **Global:** 5 items (Geneva talks, Gaza comments, Trump/NATO, UK defense, Israel annexation)
- **Markets:** 2 items (Bitcoin drop, Fed calendar)
- **Iran Crisis:** 1 item (US carrier deployment)

### Search Strategy Notes
- Brave API: Rate limited (429 errors)
- SearXNG fallback: Mixed results with day freshness filter
- Direct web_fetch: Failed to extract clean headlines from Reuters/TechCrunch/Ars
- Compiled from SearXNG search results across multiple queries

### Technical Notes
- Achieved 12 diverse items meeting protocol requirements
- No more than 2 items per subcategory
- All sources with clickable links provided
- Time gap from last pulse: 20 minutes (17:20 → 17:40 UTC)
- Avoided over-reported: Anthropic $30B, NASA Crew-12, DHS shutdown, Munich Conference

### Next Pulse
Target: 2026-02-16 20:40 UTC (3:40 PM EST)


Good, now I have a comprehensive list of URLs already reported. Let me extract all the unique URLs from these three recent pulses:

From 19:40 (most recent):
- https://spectrum.ieee.org/dram-shortage
- https://thehackernews.com/2026/02/new-chrome-zero-day-cve-2026-2441-under.html
- https://www.bleepingcomputer.com/news/security/cisa-orders-feds-to-patch-beyondtrust-flaw-within-three-days/
- https://www.msn.com/en-us/news/technology/scientists-create-chatgpt-like-ai-model-for-neuroscience-to-build-one-of-the-most-detailed-mouse-brain-maps-to-date/ar-AA1O0mDu
- https://influencermagazine.uk/2026/02/alibaba-launches-qwen3-5-signaling-a-bold-shift-toward-the-agentic-ai-era/
- https://www.nytimes.com/2026/02/16/world/middleeast/iran-strait-hormuz-exercise-talks-geneva-trump.html
- https://www.dw.com/en/will-europe-move-to-boost-diplomacy-with-russia/a-75989739
- https://www.privateequityinternational.com/japanese-vcs-face-dpi-hurdles-under-new-listing-rules/
- https://www.crossriver.com/insights/jobs-report-surprise-erebor-opens-its-doors-stripe-hits-140bn-valuation
- https://www.miragenews.com/molecular-glue-large-scale-breakthrough-unveiled-1620457/
- https://www.msn.com/en-gb/news/techandscience/sex-in-space-human-reproduction-beyond-earth-policy-must-be-urgently-addressed-experts-say/ar-AA1VZivQ

- https://www.reuters.com/sustainability/boards-policy-regulation/edwards-lifesciences-scraps-anti-cat-policy-eu-drops-antitrust-investigation-2026-02-16/

From 18:20:
- https://www.helpnetsecurity.com/2026/02/16/github-security-advisorie-review-timelines-study/

From 17:40:
- https://www.thedailyjagran.com/technology/warning-update-your-chrome-immediately-google-patches-actively-exploited-chrome-zero-day-vulnerability-10299073
- https://www.prnewswire

.com/news-releases/secureclaw-by-adversa-ai-launches-as-the-first-owasp-aligned-open-source-security-plugin-and-skill-for-openclaw-ai-agents-302688674.html

Several AI and tech developments emerging: OpenAI has brought on the creator of OpenClaw and established a foundation around it. There's also a California ballot measure filing connected to someone with ties to Anthropic, suggesting potential competitive tensions in the AI space. Meanwhile, peace negotiations are underway in Geneva.

- https://www.forbes.com/sites/ronschmelzer/2026/02/16/openai-hires-openclaw-creator-peter-steinberger-and-sets-up-foundation/
- https://nypost.com/2026/02/16/business/california-ballot-measures-that-appear-aimed-at-openai-were-filed-by-stepbrother-of-employee-at-rival-anthropic/
- https://www.devdiscourse.com/article/law-order/3806621-high-stakes-peace-talks-commence-in-geneva

Geopolitical and market movements are also notable. There's ongoing discussion about the situation in Gaza at the Berlin Film Festival, cryptocurrency markets are experiencing significant downward pressure with Bitcoin dropping to $68,000, and economic indicators are drawing attention to digital asset performance.

- https://www.middleeastmonitor.com/20260216-genocide-is-taking-place-in-gaza-directors-gaza-comments-ignite-political-tension-at-berlin-film-festival/
- https://www.coindesk.com/markets/2026/02/16/crypto-market-drowns-in-red-as-bitcoin-falls-to-usd68-000
- https://www.crypto-news-flash.com/us-economic-calendar-focus-bitcoin-dips/

It's currently 20:05 UTC, about 25 minutes past the last update cycle. I need to pull fresh stories across different sectors while avoiding duplication and maintaining coverage breadth.

I'll conduct targeted searches spanning multiple domains with today's date filter to surface new material.

Now I'll search for diverse news across multiple categories with freshness filtering.

Question: GitHub trending repositories AI agents

Question: OpenAI Anthropic Google AI news

Question: US politics global security news

Question: cryptocurrency stock market Fed

Question: space science discovery breakthrough


Question: GitHub trending repositories AI agents

<<<EXTERNAL_UNTRUSTED_CONTENT>>>
Source: Web Search
---
GitHub unveils Agentic Workflows for safer AI automation
<<<END_EXTERNAL_UNTRUSTED_CONTENT>>>

<<<EXTERNAL_UNTRUSTED_CONTENT>>>
Source: Web Search
---
GitHub has released a technical preview of Agentic Workflows, an open-source GitHub Next project that runs intent-driven automation inside repositories using GitHub Actions and coding agents.
<<<END_EXTERNAL_UNTRUSTED_CONTENT>>>

<<<EXTERNAL_UNTRUSTED_CONTENT>>>
Source: Web Search
---
Ex-GitHub CEO Launches Entire: Git Observability Tool for AI Agents - Tech Edu Byte
<<<END_EXTERNAL_UNTRUSTED_CONTENT>>>

<<<EXTERNAL_UNTRUSTED_CONTENT>>>
Source: Web Search
---
Entire provides real-time monitoring of AI agent activities within Git repositories.
<<<END_EXTERNAL_UNTRUSTED_CONTENT>>>

<<<EXTERNAL_UNTRUSTED_CONTENT>>>
Source: Web Search
---
Trending Open-Source Github Projects : Superhuman, Gh-Aw, XPipe, Dozzle & PicoClaw #232 - YouTube
<<<END_EXTERNAL_UNTRUSTED_CONTENT>>>

<<<EXTERNAL_UNTRUSTED_CONTENT>>>
Source: Web Search
---
👉 AI Agents Studio : https://www.youtube.com/channel/UCAawqobkJZ28OLcYcMgqYaw?sub_confirmation=1"This weekly update covers top trending open-source GitHub p...
<<<END_EXTERNAL_UNTRUSTED_CONTENT>>>

<<<EXTERNAL_UNTRUSTED_CONTENT>>>
Source: Web Search
---
GitHub's Secret Weapon: Custom Agents Are Now Reviewing Your Code (And You Won't Believe What They're Catching) | D3 Alpha News
<<<END_EXTERNAL_UNTRUSTED_CONTENT>>>

<<<EXTERNAL_UNTRUSTED_CONTENT>>>
Source: Web Search
---
Ultimately, these custom agents solidify GitHub's trajectory: it is no longer just a hosting service for Git repositories; it is evolving into the comprehensive, intelligent operating system for software development.
<<<END_EXTERNAL_UNTRUSTED_CONTENT>>>

<<<EXTERNAL_UNTRUSTED_CONTENT>>>
Source: Web Search
---
RepoLens AI — Understand Any GitHub Repository in Seconds 🔍 - DEV Community
<<<END_EXTERNAL_UNTRUSTED_CONTENT>>>

<<<EXTERNAL_UNTRUSTED_CONTENT>>>
Source: Web Search
---
RepoLens AI is an AI-powered web application that instantly analyzes any public GitHub repository and delivers a comprehensive technical report — complete with stunning, zero-dependency SVG visualizations you won't find anywhere else.
<<<END_EXTERNAL_UNTRUSTED_CONTENT>>>

<<<EXTERNAL_UNTRUSTED_CONTENT>>>
Source: Web Search
---
The best AI agents for 2026: automate smarter and work faster
<<<END_EXTERNAL_UNTRUSTED_CONTENT>>>

<<<EXTERNAL_UNTRUSTED_CONTENT>>>
Source: Web Search
---
Community Edition: free self-hosted version available on GitHub. Startup Plan: 50% discount on Business plan for companies under 20 employees. Steeper learning curve for non-technical users compared to purely no-code platforms. Multi-agent setup requires manual configuration for shared memory and communication between agents.
<<<END_EXTERNAL_UNTRUSTED_CONTENT>>>

Question: GitHub trending repositories AI agents


Brave Search API error (429): {"type":"ErrorResponse","error":{"id":"d3a4da45-899c-4f91-b441-89496e61159c","status":429,"detail":"Request rate limit exceeded for plan","meta":{"plan":"Free","rate_limit":1,"rate_current":1,"quota_limit":2000,"quota_current":1012,"org_rate_limit":null,"org_rate_current":0,"component":"rate_limiter"},"code":"RATE_LIMITED"},"time":1771272339}


Brave Search API error (429): {"type":"ErrorResponse","error":{"id":"53bb76b9-8238-4cb4-a911-1a58c8d80310","status":429,"detail":"Request rate limit exceeded for plan","meta":{"plan":"Free","rate_limit":1,"rate_current":1,"quota_limit":2000,"quota_current":1012,"org_rate_limit":null,"org_rate_current":0,"component":"rate_limiter"},"code":"RATE_LIMITED"},"time":1771272339}


Brave Search API error (429): {"type":"ErrorResponse","error":{"id":"84bad003-1538-40ac-a4be-2da5b56de041","status":429,"detail":"Request rate limit exceeded for plan","meta":{"plan":"Free","rate_limit":1,"rate_current":1,"quota_limit":2000,"quota_current":1012,"org_rate_limit":null,"org_rate_current":0,"component":"rate_limiter"},"code":"RATE_LIMITED"},"time":1771272339}


Brave Search API error (429): {"type":"ErrorResponse","error":{"id":"8ac8cc8c-74b5-49ba-bf75-b79b50f49ea4","status":429,"detail":"Request rate limit exceeded for plan","meta":{"plan":"Free","rate_limit":1,"rate_current":1,"quota_limit":2000,"quota_current":1012,"org_rate_limit":null,"org_rate_current":0,"component":"rate_limiter"},"code":"RATE_LIMITED"},"time":1771272340}


Brave API is rate limited again. I need to fall back to SearXNG. Let me use the SearXNG skill as documented in my TOOLS.md. I'll do multiple searches across different categories using the SearXNG fallback.

Brave API is rate limited. Falling back to SearXNG for diverse searches.

exec

~/.openclaw/skills/searxng-search/scripts/search.sh "cybersecurity breach vulnerability" 10 day

~/.openclaw/skills/searxng-search/scripts/search.sh "AI model release LLM transformer" 10 day

~/.openclaw/skills/searxng-search/scripts/search.sh "Ukraine Russia NATO Europe defense" 10 day

~/.openclaw/skills/searxng-search/scripts/search.sh "Bitcoin Ethereum crypto regulation SEC" 10 day

~/.openclaw/skills/searxng-search/scripts/search.sh "NASA Mars space telescope discovery" 10 day


Question: cybersecurity breach vulnerability

What is Cybersecurity? - CISA

Feb 1, 2021 · What is cybersecurity? Cybersecurity is the art of protecting networks, devices, and data from unauthorized access or criminal use and the practice of ensuring confidentiality, integrity, and …

Vulnerability — Latest News, Reports & Analysis | The Hacker News

4 hours ago ... Cybersecurity researchers have discovered a fresh set of malicious packages across npm and the Python Package Index (PyPI) repository linked to a fake ...

Cybersecurity | Homeland Security

Jan 12, 2026 · First, CISA is the operational lead for federal cybersecurity, charged with protecting and defending federal civilian executive branch networks in close partnership with the Office of …

Latest Cybersecurity News and Articles - Cyware

3 hours ago ... A single threat actor is responsible for the majority of exploitation activities targeting two critical vulnerabilities in Ivanti Endpoint Manager Mobile (EPMM) ...

Cyber Threats and Response | Cybersecurity and Infrastructure ... - CISA

Nov 12, 2025 · CISA tracks and shares information about the latest cybersecurity threats to protect our nation against serious, ever-evolving cyber dangers.

Microsoft Warns of ClickFix Attack Abusing DNS Lookups

8 hours ago ... BeyondTrust Vulnerability Targeted by Hackers Within 24 Hours of PoC Release ... Conduent Breach Hits Volvo Group: Nearly 17,000 Employees' Data Exposed ...

CISA Cyber Essentials Starter Kit

Mar 12, 2021 · SANS Security Policy Templates NIST Cybersecurity Resource Center: NIST’s cybersecurity- and information security-related projects, publications, news, and events help support …

[Cybersecurity Recap] Outlook Add-Ins Hijack, 0-Day Patches ...

7 hours ago ... The vulnerability in question is CVE-2026-1731 (CVS score: 9.9), which could allow an unauthenticated attacker to achieve remote code execution by sending ...

CISA Cybersecurity Awareness Program

The CISA Cybersecurity Awareness Program is a national public awareness effort aimed at increasing the understanding of cyber threats and empowering the American public to be safer and more secure …

Operation DoppelBrand: Weaponizing Fortune 500 Brands

2 hours ago ... Keep up with the latest cybersecurity threats, newly discovered vulnerabilities, data breach information, and emerging trends. Delivered daily or weekly ...

Question: cybersecurity breach vulnerability

What is Cybersecurity? - CISA

Cybersecurity | Homeland Security

CISA Cyber Essentials Starter Kit

CISA Cybersecurity Awareness Program


Question: AI model release LLM transformer

Massachusetts Institute of Technology - MIT News

4 days ago · AI algorithm enables tracking of vital white matter pathways Opening a new window on the brainstem, a new tool reliably and finely resolves distinct nerve bundles in live diffusion MRI scans, …

LLM Model Architecture Explained: Transformers to MoE - Clarifai

8 hours ago ... Explore LLM model architecture—from Transformers and MoE to long-context memory and agentic AI. Learn how modern LLMs are built and deployed at scale.

MIT researchers introduce generative AI for databases

Jul 8, 2024 · Researchers from MIT and elsewhere developed an easy-to-use tool that enables someone to perform complicated statistical analyses on tabular data using just a few keystrokes. …

Performance evaluation of generative pre-trained transformer on the ...

10 hours ago ... Generative Pre-trained Transformer (GPT) models, which are large language models based on the transformer architecture, have enabled natural-language ...

AI tool generates high-quality images faster than state-of-the-art ...

Mar 21, 2025 · A hybrid AI approach known as hybrid autoregressive transformer can generate realistic images with the same or better quality than state-of-the-art diffusion models, but that runs about nine …

Scaling LLMs won't get us to AGI. Here's why. : r/ArtificialInteligence

14 hours ago ... People really need to stop using them as synonyms. Transformers aren't just used in LLMs. They're used in many DL models, including non-generative models like ...

AI Assist - Stack Overflow

stackoverflow.ai is an AI-powered search and discovery tool designed to modernize the Stack Overflow experience by helping developers get answers instantly, learn along the way and provide a path into …

Supported Models - vLLM

17 hours ago ... Support for video inputs will be added in a future release. If the Transformers ... deepseek-ai/deepseek-llm-67b-base , deepseek-ai/deepseek-llm-7b-chat , etc ...

MIT researchers develop an efficient way to train more reliable AI ...

Nov 22, 2024 · MIT researchers developed an efficient approach for training more reliable reinforcement learning models, focusing on complex tasks that involve variability. This could enable the leverage of …

AI Learns To Compress Data Using Language Models For Perfect ...

5 hours ago ... Mahdi Khodabandeh, Ghazal Shabani, and Arash Yousefi Jordehi, all from the Department of Computer Engineering at University of Guilan, alongside Seyed ...

Question: AI model release LLM transformer

AI Assist - Stack Overflow

Supported Models - vLLM


Question: Ukraine Russia NATO Europe defense

Ukraine - Wikipedia

Ukrainian is the dominant language in Western Ukraine and in Central Ukraine, while Russian is the dominant language in the cities of Eastern Ukraine and Southern Ukraine.

The ticking clock: Why NATO's deterrence against Russia is under ...

8 hours ago ... ... Ukraine, military capacity, and NATO strength. ... Nuuk-lear standoff: Why the US and Europe should cooperate on missile defence in the Arctic.

Ukraine War | Latest News & Updates| BBC News

Follow the latest news about the Russia Ukraine war. Find reports from the ground, verified videos, maps and expert analysis by BBC correspondents across the world.

German, British defense chiefs warn public that Russia ... - CNN

15 hours ago ... Defense chiefs from two major European powers have issued a rare public plea for people across Europe to support big boosts in defense spending to deter a ...

Ukraine | History, Flag, Population, President, Map, Language, & Facts ...

2 days ago · Geographical and historical treatment of Ukraine, including maps and statistics as well as a survey of its people, economy, and government. Ukraine is located in eastern Europe and is the …

Time 'running out' to arm Europe against Russia - YouTube

2 hours ago ... Senior defence officials have written a joint letter arguing there is a moral case for rearming Europe against the threat posed by Russia.

Ukraine | Ukraine | Today's latest from Al Jazeera

3 days ago · Stay on top of Ukraine latest developments on the ground with Al Jazeera’s fact-based news, exclusive video footage, photos and updated maps.

Pentagon official blesses Europe's push to spend defense money at ...

8 hours ago ... Europe should carry the main burden for its conventional defense, Colby said at a NATO meeting in Brussels on Feb. 12, just ahead of the annual Munich gathering ...

Latest Ukraine and Russia at War News - reuters.com

4 days ago · Read the latest news on Russia’s invasion of Ukraine. Stay updated with on-the-ground reporting, political developments on both sides, and the economic impact on the region and the world.

Defense chiefs from two major US allies have issued a rare public ...

12 hours ago ... Russia failed to take the Ukraine, so will see the impossibility of a war against Europe, with it's far superior weapons. Also economically another war will be ...

Question: Ukraine Russia NATO Europe defense

Ukraine - Wikipedia


Question: Bitcoin Ethereum crypto regulation SEC

Bitcoin - Open source P2P money

Bitcoin is a peer-to-peer electronic payment system. It is the leading online currency and can be used to pay for goods and services, just like paper money.

SEC Chair Says US Should Be 'Crypto Capital Of World' As ...

19 hours ago ... SEC Chair Paul Atkins said the U.S. “can and should be the crypto capital of the world” during a House hearing on Wednesday, where Democrats accused him of ...

Unduh - Bitcoin

Mohon bersabar Sinkronisasi awal Bitcoin Core dapat memakan waktu yang sangat lama. Sebaiknya Anda memastikan bahwa Anda memiliki bandwidth dan penyimpanan yang cukup untuk ukuran …

CLARITY Act Fact Sheet and Updates - DeFi Rate

21 hours ago ... Digital Asset Market Clarity Act of 2025 (H.R. 3633). Divides crypto regulatory authority between the SEC and CFTC. Passed the House 294-134. Senate stalled ...

What is BIP44 | Bitcoin Forum

Sep 23, 2024 · BIP44 (Bitcoin Improvement Proposal 44) is a standard for determining the path of a hierarchical deterministic (HD) wallet so that different types of cryptocurrency addresses can be …

Why are Ethereum, XRP, Solana and Dogecoin prices down today ...

7 hours ago ... The crypto market recovery or further decline now depends on Bitcoin support levels, Federal Reserve policy, and progress on crypto regulation like the CLARITY ...

How to Get in Touch with Gemini Toll Free Team US Chat Assistance

Mar 26, 2025 · To reach a live person at Gemini Customer Service for support, you can call their 24/7 Gemini Customer Service hotline at (1-650-899-2062) OTA (Live Person) or Gemini (1-650-899 …

Clarity Act Could Provide 'Great Comfort' to Markets, US Treasury ...

14 hours ago ... The Clarity Act, formally titled the Cryptocurrency Legal and Regulatory Integrity Through Yield Act, seeks to define the roles of the Securities and Exchange ...

BIP84 mnemonic generation tool | Bitcoin Forum

Oct 15, 2024 · The BIP84 mnemonic generation tool is mainly based on the BIP39 (Bitcoin Improvement Proposals 39) standard, and follows the BIP84 (a variant of BIP44 using nested deterministic wallets …

CLARITY Act is turning into a proxy war over who pays Americans ...

9 hours ago ... The fight over CLARITY has always been sold as a battle for rules, a way to finally give the U.S. crypto market a clean lane to run in.

Question: Bitcoin Ethereum crypto regulation SEC

Bitcoin - Open source P2P money

Unduh - Bitcoin

What is BIP44 | Bitcoin Forum


Question: NASA Mars space telescope discovery

NASA

3 days ago · NASA.gov brings you the latest news, images and videos from America's space agency, pioneering the future in space exploration, scientific discovery and aeronautics research.

A Mars orbiter tracks interstellar comet 3I/ATLAS like a moving ...

4 hours ago ... The measurement of Interstellar comet 3I/ATLAS is underway using the instruments designed to measure Mars and the outcome is a view that is seldom given to ...

NASA - Wikipedia

NASA's missions and media operations—such as NASA TV, Astronomy Picture of the Day, and the NASA+ streaming service—have maintained high public visibility and contributed to spaceflight …

Listen to the crackle of 'mini-lightning' on Mars

9 hours ago ... NASA's Perseverance rover — aka Percy — captured the data. Its microphone recorded sounds and electrical interference from dozens of electrical discharges. They ...

Has NASA set another prelaunch test after delay? Latest on Artemis

4 hours ago · A test of NASA's towering Space Launch System rocket uncovered another issue with the vehicle meant to launch astronauts on a mission around the moon.

NASA's Curiosity rover is doing an incredibly rare experiment on Mars

3 hours ago ... The findings gave scientists a better look at the complex chemistry in Gale Crater, though they continue to study whether some of those molecules could have ...

SpaceX Crew-12 mission latest news: It's docking day for Dragon ...

4 days ago · Saturday, Feb. 14, 2026: Updates on SpaceX and NASA's Crew-12 astronaut mission to the International Space Station.

OUR SPACE: Perseverance keeps on rolling - The Union-Recorder

11 hours ago ... AI has discovered a plethora of unusual galaxies and other night sky objects in the Hubble Space Telescope's ... Mars explorers at https://science.nasa.gov/mars/.

SpaceX, NASA mission arrives at ISS, relieving bare-bones astronaut ...

3 days ago · A SpaceX capsule carrying four astronauts arrived at the International Space Station on Saturday, bringing the orbiting laboratory back to full staff after a month of operating with a skeleton ...

Mars comes alive: Curiosity stumbles upon traces of complex ...

8 hours ago ... NASA's Curiosity rover has made a unique discovery: it has found the most complex organic molecules ever detected on another planet in ancient Martian rocks ...

Question: NASA Mars space telescope discovery

NASA

NASA - Wikipedia


Good, I have SearXNG results. Now let me compile the results and identify which are genuinely fresh (< 24h) and diverse. Let me extract the best items from each category:

**From GitHub/Tech:**
- https://itbrief.com.au/story/github-unveils-agentic-workflows-for-safer-ai-automation (19h ago)
- https://www.techedubyte.com/ex-github-ceo-launches-git-observability-tool-ai-agents/ (19h ago - Ex-GitHub CEO launches Entire: Git Observability Tool)

**From Cybersecurity:**
- https://www.securityweek.com/microsoft-warns-of-clickfix-attack-abusing-dns-lookups/ (8h ago - Microsoft ClickFix attack)
- https://www.linkedin.com/pulse/cybersecurity-recap-outlook-add-ins-hijack-0-day-patches-s9nsc (7h ago - CVE-2026-1731 Outlook vulnerability)
- https://www.darkreading.com/cyberattacks-data-breaches/operation-doppelbrand-weaponizing-fortune-500-brands (2h ago - Operation DoppelBrand)

**From AI:**
- https://www.clarifai.com/blog/llm-model-architecture/ (8h ago - LLM architecture from Transformers to MoE)
- https://www.nature.com/articles/s41598-026-37300-9 (10h ago - GPT performance evaluation)
- https://quantumzeitgeist.com/ai-models-learns-compress-data-language-perfect/ (5h ago - AI learns to compress data)

**From Global Politics:**
- https://www.cnn.com/2026/02/15/europe/germany-britain-defense-chiefs-rearm-intl-hnk-ml (15h ago - German, British defense chiefs warn public about Russia)

- https://ecfr.eu/article/the-ticking-clock-why-natos-deterrence-against-russia-is-under-pressure/ (8h ago - NATO deterrence under pressure)
- https://www.defensenews.com/global/europe/2026/02/16/pentagon-official-blesses-europes-push-to-spend-defense-money-at-home/ (8h ago - Pentagon on Europe defense spending)

**From Markets/Crypto:**
- https://finance.yahoo.com/news/sec-chair-says-us-crypto-013124942.html (19h ago - SEC Chair on US crypto policy)
- https://m.economictimes.com/news/international/us/why-are-ethereum-xrp-solana-and-dogecoin-prices-down-today-and-will-crypto-market-bounce-back-or-continue-to-fall-crypto-drop-analysts-insights-market-outlook-explained-heres-what-should-investors-do-now/articleshow/128422332.cms (7h ago - Major altcoins declining)
- https://news.bitcoin.com/clarity-act-could-provide-great-comfort-to-markets-us-treasury-secretary-bessent-says/ (14h ago - Treasury Secretary on regulatory clarity)
- https://cryptoslate.com/clarity-act-is-turning-into-a-proxy-war-over-who-pays-americans-for-holding-digital (recent - Clarity Act becoming contentious over tax treatment)

**From Science/Space:**
- https://www.msn.com/en-us/news/technology/a-mars-orbiter-tracks-interstellar-comet-3iatlas-like-a-moving-landmark/ar-AA1WhvIP (4h ago - Tracking an interstellar comet from Mars orbit)
- https://www.snexplores.org/article/listen-crackle-mars-lightning (9h ago - Audio recordings of Martian lightning phenomena)
- https://mashable.com/article/nasa-mars-curiosity-rover-organics-testing (3h ago - Curiosity conducting organic compound analysis)
- https://universemagazine.com/en/the-most-complex-organic-molecule-ever-discovered-identified (recent - Discovery of complex organic molecules) I'm checking for overlap in the defense/NATO cluster. The German-British defense chiefs story focuses on the warning itself, while the NATO deterrence piece examines strategic implications, and the Pentagon story covers US policy on European spending. These represent distinct angles rather than duplication. I'll include the defense chiefs warning as the primary story and the Pentagon's perspective on European defense spending as a complementary angle, staying within the 2-item limit for this topic area.

For markets, the SEC Chair's crypto comments and the price movements across ETH, XRP, SOL, and DOGE represent different market signals—one on regulatory stance, the other on actual trading activity. Both warrant inclusion.

Science has two solid new stories: the Mars orbiter tracking the interstellar comet and the Curiosity rover's organic molecule discovery. These are distinct findings from different missions.

I'm cross-checking against previously reported stories to avoid repeating the Chrome zero-day, DRAM shortage, BeyondTrust vulnerability, and other items already covered in the 19:40 pulse. None of the current candidates appear to duplicate those earlier reports.

For the refined selection, I'm focusing on GitHub's agentic workflows for AI safety, the new Git observability tool from the ex-GitHub CEO, and Microsoft's ClickFix DNS attack warning for tech coverage. On AI, the transformer-to-MoE architecture explainer and the GPT performance evaluation study provide useful technical depth without overlapping with previous AI stories.

For global coverage, the German and British defense chiefs' call to rearm Europe and the Pentagon's support for European defense spending at home offer geopolitical perspective. Markets are represented by the SEC chair's crypto capital comments and the recent cryptocurrency price movements across major tokens. Science rounds out the list with the Mars orbiter tracking an interstellar comet and the Curiosity rover's discovery of complex organic molecules on Mars. prices down (ETH, XRP, SOL, DOGE). I've got the science section covered with the Mars orbiter tracking the interstellar comet and Curiosity's discovery of complex organic molecules. That brings me to exactly 11 items total, hitting the target range I need.

Now I'll curate the best diverse items from these results, filtering out duplicates and ensuring variety.

message

📰 **Magoo Briefing** — 3:05 PM EST, Monday Feb 16, 2026

🛠 **TECH:**
• **GitHub Agentic Workflows** — GitHub released technical preview of open-source project for intent-driven automation in repos using Actions and coding agents
[IT Brief](https://itbrief.com.au/story/github-unveils-agentic-workflows-for-safer-ai-automation)

• **Ex-GitHub CEO Launches Entire** — Git observability tool for real-time monitoring of AI agent activities in repositories
[TechEduByte](https://www.techedubyte.com/ex-github-ceo-launches-git-observability-tool-ai-agents/)

• **Microsoft ClickFix DNS Attack** — New attack vector abusing DNS lookups; BeyondTrust vulnerability exploited within 24h of PoC release
[SecurityWeek](https://www.securityweek.com/microsoft-warns-of-clickfix-attack-abusing-dns-lookups/)

🤖 **AI:**
• **LLM Architecture Deep Dive** — Clarifai explains modern LLM architecture from Transformers to MoE, long-context memory, and agentic AI deployment at scale
[Clarifai](https://www.clarifai.com/blog/llm-model-architecture/)

• **GPT Performance Study** — Nature publishes evaluation of Generative Pre-trained Transformer models based on transformer architecture
[Nature](https://www.nature.com/articles/s41598-026-37300-9)

🌍 **GLOBAL:**
• **Europe Defense Chiefs Warn** — German & British defense leaders issue rare public plea for massive defense spending boost to deter Russia
[CNN](https://www.cnn.com/2026/02/15/europe/germany-britain-defense-chiefs-rearm-intl-hnk-ml)

• **Pentagon Backs EU Defense Spending** — US official endorses Europe carrying main burden for conventional defense, spending at home
[DefenseNews](https://www.defensenews.com/global/europe/2026/02/16/pentagon-official-blesses-europes-push-to-spend-defense-money-at-home/)

💰 **MARKETS:**
• **SEC Chair: US Should Be Crypto Capital** — Paul Atkins testifies US "can and should be the crypto capital of the world" during House hearing
[Yahoo Finance](https://finance.yahoo.com/news/sec-chair-says-us-crypto-013124942.html)

• **Crypto Prices Slide** — ETH, XRP, SOL, DOGE down; recovery depends on BTC support levels, Fed policy, and CLARITY Act progress
[Economic Times](https://m.economictimes.com/news/international/us/why-are-ethereum-xrp-solana-and-dogecoin-prices-down-today-and-will-crypto-market-bounce-back-or-continue-to-fall-crypto-drop-analysts-insights-market-outlook-explained-heres-what-should-investors-do-now/articleshow/128422332.cms)

🔬 **SCIENCE:**
• **Mars Orbiter Tracks Interstellar Comet** — 3I/ATLAS tracked by Mars instruments designed for planetary measurement, rare interstellar view
[MSN](https://www.msn.com/en-us/news/technology/a-mars-orbiter-tracks-interstellar-comet-3iatlas-like-a-moving-landmark/ar-AA1WhvIP)

• **Most Complex Organics Found on Mars** — Curiosity rover discovers most complex organic molecules ever detected on another planet in ancient Martian rocks
[Universe Magazine](https://universemagazine.com/en/the-most-complex-organic-molecule-ever-discovered-identified-on-mars/)


Good! Message sent successfully. Now I need to log these URLs to memory so I don't report them again in future pulses. I'll create a new memory file for this pulse.

write

## News Pulse URLs — 2026-02-16 20:05 UTC (Diverse Briefing)

### Magoo Briefing — 3:05 PM EST, Monday Feb 16, 2026
Sent 11 diverse items covering Tech, AI, Global Politics, Markets, and Science.

### Source URLs Logged (for duplicate checking)
- https://itbrief.com.au/story/github-unveils-agentic-workflows-for-safer-ai-automation
- https://www.techedubyte.com/ex-github-ceo-launches-git-observability-tool-ai-agents/
- https://www.securityweek.com/microsoft-warns-of-clickfix-attack-abusing-dns-lookups/
- https://www.clarifai.com/blog/llm-model-architecture/
- https://www.nature.com/articles/s41598-026-37300-9
- https://www.cnn.com/2026/02/15/europe/germany-britain-defense-chiefs-rearm-intl-hnk-ml
- https://www.defensenews.com/global/europe/2026/02/16/pentagon-official-blesses-europes-push-to-spend-defense-money-at-home/
- https://finance.yahoo.com/news/sec-chair-says-us-crypto-013124942.html
- https://m.economictimes.com/news/international/us/why-are-ethereum-xrp-solana-and-dogecoin-prices-down-today-and-will-crypto-market-bounce-back-or-continue-to-fall-crypto-drop-analysts-insights-market-outlook-explained-heres-what-should-investors-do-now/articleshow/128422332.cms
- https://www.msn.com/en-us/news/technology/a-mars-orbiter-tracks-interstellar-comet-3iatlas-like-a-moving-landmark/ar-AA1WhvIP
- https://universemagazine.com/en/the-most-complex-organic-molecule-ever-discovered-identified-on-mars/

### Coverage Breakdown
- **Tech:** 3 items (GitHub Agentic Workflows, Ex-GitHub CEO Entire tool, Microsoft ClickFix DNS)
- **AI:** 2 items (Clarifai LLM architecture, Nature GPT study)
- **Global:** 2 items (Europe defense chiefs warning, Pentagon on EU defense spending)
- **Markets:** 2 items (SEC crypto capital statement, Crypto prices down)
- **Science:** 2 items (Mars comet tracking, Curiosity organic molecules)

### Search Strategy Notes
- Brave API: Rate limited immediately (429 errors, 1012/2000 quota used)
- SearXNG fallback: Successful with "day" freshness filter
- Diverse searches across 5 different categories
- All items are <24h old and from authoritative sources

### Technical Notes
- ✅ Achieved 11 diverse items meeting protocol requirements
- ✅ No more than 2 items per subcategory
- ✅ All sources with clickable links provided
- ✅ Avoided duplicates from previous pulses (19:40, 18:20, 17:40)
- ✅ Avoided over-reported topics: Anthropic $30B, NASA Crew-12, DHS shutdown, Munich Conference
- Time gap from last pulse: ~25 minutes (19:40 → 20:05 UTC)

### Curation Notes
- Initially found 3 Mars stories, reduced to 2 to comply with diversity protocol
- Ensured mix of sources: IT Brief, TechEduByte, SecurityWeek, Clarifai, Nature, CNN, DefenseNews, Yahoo Finance, Economic Times, MSN, Universe Magazine
- Balanced technical depth (AI architecture) with accessible news (crypto markets, Mars discoveries)

### Next Pulse
Target: 2026-02-16 22:05 UTC (5:05 PM EST)


Successfully wrote 2907 bytes to /home/crogers2287/.openclaw/agents/magoo/memory/2026-02-16-2005-news-pulse.md


Perfect! I've successfully completed the news pulse:

1. ✅ Read memory to extract existing URLs
2. ✅ Searched broadly across categories (GitHub/Tech, AI, Global Politics, Markets, Science)
3. ✅ Filtered & curated to 11 diverse items
4. ✅ Ensured no more than 2 items on same topic
5. ✅ Formatted and sent briefing via Telegram
6. ✅ Logged URLs to memory

The briefing includes:
- 3 Tech items (GitHub workflows, Entire tool, Microsoft ClickFix)
- 2 AI items (LLM architecture, GPT study)
- 2 Global items (Europe defense warning, Pentagon stance)
- 2 Markets items (SEC crypto capital, crypto prices)
- 2 Science items (Mars comet, organic molecules)

All items are <24h old with clickable source links, meeting the DIVERSE BRIEFING PROTOCOL requirements.

✅ **Magoo Briefing delivered** — 11 diverse items sent to Chad

**Coverage:** 3 Tech, 2 AI, 2 Global, 2 Markets, 2 Science
**Sources:** IT Brief, TechEduByte, SecurityWeek, Clarifai, Nature, CNN, DefenseNews, Yahoo Finance, Economic Times, MSN, Universe Magazine

**Protocol compliance:**
- ✅ 10-12 items (sent 11)
- ✅ No more than 2 per topic
- ✅ All <24h old with links
- ✅ No duplicates from recent pulses
- ✅ URLs logged to memory

Next pulse: ~5:05 PM EST (22:05 UTC)