Good progress. I got two useful arXiv papers:

1. **Agentic Test-Time Scaling for WebAgents** (arXiv:2602.12276) - New test-time scaling technique for multi-step AI agents - This is relevant!
2. **CM2: Reinforcement Learning with Checklist Rewards for Multi-Turn and Multi-Step Agentic Tool Use** (arXiv:2602.12268) - RL framework for agentic tool use - Also very relevant!

From GitHub trending, I found several interesting repos:
- ruvnet/wifi-densepose - WiFi-based pose estimation (6,466 stars, 351 stars today) ← FLAG
- github/gh-aw - GitHub Agentic Workflows
- ChromeDevTools/chrome-devtools-mcp - Chrome DevTools MCP server ← FLAG (MCP server)
- rowboatlabs/rowboat - Open-source AI coworker with memory
- openclaw/openclaw - that's us!
- resemble-ai/chatterbox - SOTA open-source TTS
- mistralai/mistral-vibe - Minimal CLI coding agent
- The-Pocket/PocketFlow - 100-line LLM framework
- Jeffallan/claude-skills - 66 skills for Claude Code

From HuggingFace trending models (parsed from the JSON blob):
- zai-org/GLM-5 (753B params, 1198 likes)
- MiniMaxAI/MiniMax-M2.5 (228B params, 604 likes)
- moonshotai/Kimi-K2.5 (170B params, 2185 likes)
- Qwen/Qwen3-Coder-Next (79B params, 868 likes)
- resemble-ai/chatterbox - SOTA TTS

MCP servers found:

- Supabase MCP server
- SAP MCP servers
- Terraform MCP (HashiCorp)
- Chrome DevTools MCP
- GitBook MCP
- Grep GitHub search MCP

The SearXNG searches for infra didn't yield anything useful. Time to compile and finalize the report.

Excellent data gathered. Let me compile the Tech Radar report and deliver it.

message

📡 **Tech Radar** — 11:07 PM UTC, Feb 15, 2026

🚀 **RISING REPOS:**

• **ruvnet/wifi-densepose** — WiFi-based dense human pose estimation through walls using commodity mesh routers ⭐ 6,466 (351 today)
  [Source](https://github.com/ruvnet/wifi-densepose)
  **[FLAG: 351 stars in 24h — Production-ready InvisPose implementation]**

• **github/gh-aw** — GitHub Agentic Workflows
  [Source](https://github.com/github/gh-aw)
  **[FLAG: Official GitHub agent tooling]**

• **ChromeDevTools/chrome-devtools-mcp** — Chrome DevTools for coding agents
  [Source](https://github.com/ChromeDevTools/chrome-devtools-mcp)
  **[FLAG: MCP server — browser automation for agents]**

• **rowboatlabs/rowboat** — Open-source AI coworker with memory
  [Source](https://github.com/rowboatlabs/rowboat)
  **[FLAG: OpenClaw competitor — agentic memory system]**

• **mistralai/mistral-vibe** — Minimal CLI coding agent by Mistral
  [Source](https://github.com/mistralai/mistral-vibe)
  **[FLAG: Marketing relevant — Mistral agent CLI]**

• **resemble-ai/chatterbox** — SoTA open-source TTS
  [Source](https://github.com/resemble-ai/chatterbox)

• **The-Pocket/PocketFlow** — 100-line LLM framework. Let Agents build Agents!
  [Source](https://github.com/The-Pocket/PocketFlow)

• **Jeffallan/claude-skills** — 66 Specialized Skills for Full-Stack Developers (Claude Code)
  [Source](https://github.com/Jeffallan/claude-skills)

---

📄 **FRESH RESEARCH:**

• **Agentic Test-Time Scaling for WebAgents** — CATTS technique for dynamic compute allocation in multi-step agents; improves WebArena-Lite by 9.1% while using 2.3x fewer tokens
  [arXiv:2602.12276](https://arxiv.org/abs/2602.12276)
  **[FLAG: Agent architecture — efficiency gains for long-horizon tasks]**

• **CM2: RL with Checklist Rewards for Multi-Turn Agentic Tool Use** — RL framework for multi-step agent training using checklist rewards instead of verifiable outcomes; +8pts on tau-Bench, +10pts on BFCL-V4, +12pts on ToolSandbox
  [arXiv:2602.12268](https://arxiv.org/abs/2602.12268)
  **[FLAG: Agent architecture — scalable RL for tool-using agents]**

---

🔌 **MCP SERVER ALERTS:**

• **Chrome DevTools MCP** — Browser automation MCP server from Google
  **[FLAG: Official Chrome DevTools integration for agents]**

• **Supabase MCP** — Database integration for agents
  [github.com/supabase-community/supabase-mcp](https://github.com/supabase-community/supabase-mcp)

• **SAP MCP Servers** — Enterprise SAP integrations for AI-assisted development

• **Terraform MCP (HashiCorp)** — Infrastructure-as-code management via MCP

• **Grep GitHub Search MCP** — Public GitHub repository search endpoint

---

🤖 **TRENDING MODELS (HuggingFace):**

• **zai-org/GLM-5** — 753B params, 1.2K likes
• **MiniMaxAI/MiniMax-M2.5** — 228B params, 604 likes
• **moonshotai/Kimi-K2.5** — 170B params, 2.2K likes
• **Qwen/Qwen3-Coder-Next** — 79B params, 868 likes
  **[FLAG: Coding model]**


Good! Message sent. Now I need to log all URLs and findings to memory/2026-02-15.md with appropriate tags.


# Tech Radar — 2026-02-15

## GitHub Rising Repos

- `https://github.com/modelcontextprotocol/servers` — MCP official servers #openclaw-ecosystem #infra-optimization
- `https://github.com/DeepGenTeam/DeepGen` — 5B unified multimodal #sota-model
- `https://github.com/namezhenzhang/CM2-RLCR-Tool-Agent` — RL for multi-turn agents #openclaw-ecosystem
- `https://github.com/SimonZeng7108/efficientsam3` — Efficient SAM3 text encoder #infra-optimization
- `https://github.com/microsoft/mcp` — Azure MCP servers #openclaw-ecosystem

## Research Papers

- `https://arxiv.org/abs/2602.12276` — CATTS: Confidence-Aware Test-Time Scaling for WebAgents #openclaw-ecosystem
- `https://arxiv.org/abs/2602.12268` — CM2: RL with Checklist Rewards for Agents #openclaw-ecosystem
- `https://arxiv.org/abs/2602.12259` — KeplerAgent: Physics-guided LLM for Equation Discovery
- `https://arxiv.org/abs/2602.12172` — Pedagogically-Inspired Knowledge Distillation (SOTA on MATH/HumanEval) #sota-model
- `https://arxiv.org/abs/2602.12205` — DeepGen 1.0 (HuggingFace #1 trending) #sota-model
- `https://arxiv.org/abs/2602.12173` — SAM3-LiteText (88% param reduction) #infra-optimization

## Infra Notes

- MCP Registry launched: registry.modelcontextprotocol.io
- vLLM Ascend: Huawei NPU support added
- Major MCP adoption: Microsoft, Cloudflare, Stripe, AWS

---

## Hourly Scan — 14:10 UTC

### New GitHub Trending
- `https://github.com/rowboatlabs/rowboat` — AI coworker with memory #openclaw-ecosystem
- `https://github.com/github/gh-aw` — GitHub Agentic Workflows #openclaw-ecosystem
- `https://github.com/ChromeDevTools/chrome-devtools-mcp` — MCP for DevTools #openclaw-ecosystem
- `https://github.com/alibaba/zvec` — In-process vector DB #infra-optimization
- `https://github.com/moonshine-ai/moonshine` — Edge ASR #sota-model
- `https://github.com/The-Pocket/PocketFlow` — 100-line LLM framework #openclaw-ecosystem

### New HF Trending Models
- `https://huggingface.co/zai-org/GLM-5` — #1 trending, 128K downloads #sota-model
- `https://huggingface.co/MiniMaxAI/MiniMax-M2.5` — 229B MoE #sota-model
- `https://huggingface.co/Qwen/Qwen3-Coder-Next` — Coding specialist #sota-model
- `https://huggingface.co/openbmb/MiniCPM-o-4_5` — Any-to-any modality #sota-model

### New Papers
- `https://arxiv.org/abs/2602.09082` — UI-Venus-1.5 GUI agent (SOTA AndroidWorld 77.6%) #sota-model
- `https://arxiv.org/abs/2509.18154` — MiniCPM-V 4.5 beats GPT-4o-latest #sota-model

---

## Magoo News Pulse — 18:00 UTC

### Tech News
- `https://github.blog/changelog/2026-02-09-gpt-5-3-codex-is-now-generally-available-for-github-copilot/` — GPT-5.3-Codex GA for Copilot
- `https://www.reuters.com/technology/uber-enters-7-new-european-markets-food-delivery-push-ft-reports-2026-02-15/` — Uber expands to 7 EU markets
- `https://techcrunch.com/2026/02/15/how-to-get-into-a16zs-super-competitive-speedrun-startup-accelerator-program/` — a16z Speedrun accelerator

### AI Industry
- `https://www.nasdaq.com/articles/did-googles-gemini-just-say-checkmate-openais-chatgpt` — Gemini vs ChatGPT growth battle
- `https://techcrunch.com/2026/02/15/hollywood-isnt-happy-about-the-new-seedance-2-0-video-generator/` — Seedance 2.0 Hollywood backlash
- `https://techsoda.substack.com/p/how-illicit-tools-may-have-accelerated` — China AI hardware breakthrough

### Global Politics
- `https://www.reuters.com/world/rubio-visit-eastern-europe-bolster-ties-with-pro-trump-leaders-2026-02-15/` — Rubio Munich conference
- `https://www.bbc.co.uk/news/articles/c875d3d3x34o` — China visa-free travel UK/Canada
- `https://explore.st-aug.edu/exp/chinas-semiconductor-industry-accelerates-amid-global-push-record-investments-innovations-and-strategic-pushback` — China semiconductor acceleration

### Markets
- `https://www.cnbc.com/2026/02/15/bitcoin-price-crash-crypto-winter-investors-etf-flows.html` — Bitcoin ETF flows analysis
- `https://tmastreet.com/microstrategy-mstr-stock-jumps-on-bitcoin-rebound/` — MSTR stock +8.85%

### Science
- `https://www.sciencealert.com/black-hole-may-be-100-trillion-times-more-powerful-than-the-death-star` — Black hole TDE AT2018hyz
- `https://www.facebook.com/ScienceNaturePage/posts/a-breakthrough-at-the-large-hadron-collider-has-finally-confirmed-how-matter-tri/1449755129938685/` — LHC matter asymmetry confirmation

---

## Hourly Scan — 18:03 UTC

### GitHub Trending
- `https://github.com/microsoft/agent-framework` — Multi-language AI agent framework (Python/.NET), graph-based workflows #openclaw-ecosystem
- `https://github.com/concierge-hq/concierge` — MCP workflow framework, progressive tool disclosure #openclaw-ecosystem #marketing-relevant
- `https://github.com/jgraph/drawio-mcp` — Official draw.io MCP server, inline diagrams #openclaw-ecosystem
- `https://github.com/kaitranntt/ccs` — Multi-account AI profile manager for Claude Code #infra-optimization
- `https://github.com/alichherawalla/off-grid-mobile` — Local LLM on mobile #infra-optimization
- Free LLM API resources list (cheahjs) #infra-optimization

### SOTA Models & Research
- `https://whtc.com/2026/02/14/chinas-bytedance-releases-doubao-2-0-ai-chatbot/` — ByteDance Doubao 2.0 for agent era, matches GPT-5.2/Gemini 3 Pro, 10x cost reduction #sota-model #openclaw-ecosystem
- Gemini 3 Deep Think upgrade: HumanEval 74.4% vs GPT-4 67% #sota-model
- `https://huggingface.co/jdopensource/JoyAI-LLM-Flash` — New HF trending model #sota-model

### Infra
- `https://github.com/infiniflow/ragflow/releases` — ragflow v2: AI Badgr provider, HTTP API improvements #infra-optimization
- ROCm/vLLM AMD GPU acceleration improvements (llama.cpp, vLLM) #infra-optimization
- `https://www.livemint.com/ai/moltbook-ai-agents-cybersecurity-artificial-intelligence-openclaw-saaspocalypse/amp-11771086470698.html` — Moltbook AI agents social network (OpenClaw ecosystem mention) #openclaw-ecosystem #marketing-relevant

---

## Magoo News Pulse — 18:20 UTC

### Tech
- `https://mashable.com/article/conduent-data-breach-10-5-million-social-security-numbers` — Conduent breach: 10.5M affected, SSNs exposed
- `https://www.reuters.com/technology/uber-enters-7-new-european-markets-food-delivery-push-ft-reports-2026-02-15/` — Uber 7 EU market expansion (duplicate)
- `https://aitoolly.com/ai-news/article/2026-02-15-github-trending-project-unveils-comprehensive-list-of-free-llm-api-inference-resources` — Free LLM API resources GitHub trending

### AI
- `https://www.aol.com/articles/ai-safety-researcher-quits-anthropic-195310989.html` — Mrinank Sharma quits Anthropic: "world is in peril"
- `https://markets.businessinsider.com/news/stocks/adapt-raises-10m-seed-to-build-the-ai-computer-for-business-1035828622` — Adapt $10M seed: AI computer for business
- `https://www.aljazeera.com/news/2026/2/15/why-are-experts-sounding-the-alarm-on-ai-risks` — Al Jazeera AI risks deep dive

### Global
- `https://www.aljazeera.com/news/2026/2/15/russia-ukraine-war-list-of-key-events-day-1452` — Ukraine-Russia day 1,452 key events
- `https://www.politico.com/news/2026/02/15/massive-demonstrations-held-to-oppose-irans-government-00782529` — Iran: Massive global protests

### Markets
- `https://www.cnbc.com/2026/02/15/bitcoin-price-crash-crypto-winter-investors-etf-flows.html` — Bitcoin ETF flows (duplicate)
- `https://www.morningstar.com/news/marketwatch/20260215145/here-are-7-charts-guaranteed-to-stress-you-out-about-the-stock-market` — Market stress: 15 S&P firms 15%+ post-earnings swings

### Science
- `https://www.facebook.com/ScienceNaturePage/posts/a-breakthrough-at-the-large-hadron-collider-has-finally-confirmed-how-matter-tri/1449755129938685/` — LHC matter triumph (duplicate)
- `https://scitechdaily.com/a-spacecraft-flew-closer-to-the-sun-than-ever-and-is-rewriting-a-century-old-mystery/` — Parker Solar Probe: solar wind mystery solved

---

## Magoo News Pulse — 18:42 UTC (18:40 EST)

### Tech/Cybersecurity
- `https://abcnews.com/US/att-hacker-stole-data-wireless-customers/story?id=111874118` — AT&T breach: call/text records from nearly all wireless customers
- `https://www.bankinfosecurity.com/crazy-hackers-strike-through-remote-monitoring-software-a-30759` — "Crazy" ransomware via RMM software (VoidCrypt)
- `https://explore.st-aug.edu/exp/massive-data-leaks-shock-the-world-unveiling-the-arti-breach-its-root-causes-and-a-defining-case` — Arti breach: 12M records leaked (2023 analysis)

### Science
- `https://www.livescience.com/space/deepest-views-from-james-webb-and-chandra-telescopes-reveal-a-monster-object-that-defies-theory-space-photo-of-the-week` — JADES-ID1: most distant protocluster (12.7B light-years)

---

## Magoo News Pulse — 19:00 UTC (14:00 EST)

### Tech
- `https://www.letsdatascience.com/news/check-point-acquires-three-startups-reports-results-42d07d75` — Check Point acquires Cyclops, Cyata, Rotate ($150M+)
- `https://mashable.com/article/conduent-data-breach-10-5-million-social-security-numbers` — Conduent breach: 10.5M SSNs exposed
- `https://abcnews.com/US/att-hacker-stole-data-wireless-customers/story?id=111874118` — AT&T breach: call/text records from nearly all customers

### AI
- `https://whtc.com/2026/02/14/chinas-bytedance-releases-doubao-2-0-ai-chatbot/` — ByteDance Doubao 2.0: matches GPT-5.2/Gemini 3 Pro, 10x cost reduction
- `https://markets.businessinsider.com/news/stocks/adapt-raises-10m-seed-to-build-the-ai-computer-for-business-1035828622` — Adapt $10M seed for AI computer
- `https://business20channel.tv/cherryrock-capital-targets-overlooked-founders-growth-market-15-february-2026` — Cherryrock Capital targets overlooked Series A/B founders

### Global
- `https://www.politico.com/news/2026/02/15/massive-demonstrations-held-to-oppose-irans-government-00782529` — Massive demonstrations opposing Iran government
- `https://www.theguardian.com/world/2026/feb/15/offer-to-join-trumps-new-era-is-met-with-growing-sense-of-european-steeliness` — Europe shows steeliness vs Trump offer (Munich)

### Markets
- `https://www.morningstar.com/news/marketwatch/20260215145/here-are-7-charts-guaranteed-to-stress-you-out-about-the-stock-market` — 15 S&P firms 15%+ post-earnings swings
- `https://tmastreet.com/microstrategy-mstr-stock-jumps-on-bitcoin-rebound/` — MSTR +8.85% on Bitcoin rebound

### Science
- `https://www.livescience.com/space/deepest-views-from-james-webb-and-chandra-telescopes-reveal-a-monster-object-that-defies-theory-space-photo-of-the-week` — JADES-ID1: most distant protocluster (12.7B ly)
- `https://scitechdaily.com/a-spacecraft-flew-closer-to-the-sun-than-ever-and-is-rewriting-a-century-old-mystery/` — Parker Solar Probe: solar wind mystery

---

## Hourly Tech Radar — 19:04 UTC (7:04 PM)

### GitHub Trending (daily)
- `https://github.com/github/gh-aw` — GitHub Agentic Workflows: write workflows in natural language markdown, run in GitHub Actions #openclaw-ecosystem #marketing-relevant
  - FLAG: OpenClaw competitor, includes Agent Workflow Firewall for network egress control
- `https://github.com/microsoft/agent-framework` — Microsoft Agent Framework for Python & .NET: graph-based multi-agent workflows, DevUI for testing #openclaw-ecosystem #marketing-relevant
  - FLAG: OpenClaw alternative, migration guides from Semantic Kernel & AutoGen
- `https://github.com/ChromeDevTools/chrome-devtools-mcp` — Chrome DevTools MCP server for coding agents: performance, network, debugging tools #openclaw-ecosystem #marketing-relevant
  - FLAG: NEW MCP SERVER, works with Claude, Gemini, Cursor, VS Code, etc.
- `https://github.com/rowboatlabs/rowboat` — Open-source AI coworker with memory: builds knowledge graph from email/meetings, local-first Markdown #openclaw-ecosystem #marketing-relevant
  - FLAG: OpenClaw competitor, background agents + MCP support
- `https://github.com/openclaw/openclaw` — OpenClaw trending on GitHub! #openclaw-ecosystem
- `https://github.com/ruvnet/wifi-densepose` — WiFi-based dense human pose estimation (351 stars today!)
- `https://github.com/alibaba/zvec` — Lightweight, lightning-fast in-process vector database #infra-optimization
- `https://github.com/Jeffallan/claude-skills` — 66 Specialized Skills for Full-Stack Developers (Claude Code extension) #openclaw-ecosystem
- `https://github.com/mistralai/mistral-vibe` — Minimal CLI coding agent by Mistral #openclaw-ecosystem
- `https://github.com/The-Pocket/PocketFlow` — 100-line LLM framework: let Agents build Agents #openclaw-ecosystem
- `https://github.com/resemble-ai/chatterbox` — SoTA open-source TTS #sota-model
- `https://github.com/shiyu-coder/Kronos` — Foundation model for the language of financial markets #sota-model
- `https://github.com/cheahjs/free-llm-api-resources` — List of free LLM inference resources #infra-optimization

### Fresh Research (arXiv)
- `https://arxiv.org/abs/2602.12276` — CATTS: Confidence-Aware Test-Time Scaling for WebAgents: dynamic compute allocation for multi-step agents using uncertainty signals (9.1% perf boost, 2.3x fewer tokens vs uniform scaling) #openclaw-ecosystem #sota-model
  - FLAG: Agent architecture research, test-time scaling for agentic tasks

### HuggingFace Trending Models
- `https://huggingface.co/zai-org/GLM-5` — GLM-5: 754B params, 1189 likes, available via Together/Novita APIs #sota-model
- `https://huggingface.co/MiniMaxAI/MiniMax-M2.5` — MiniMax-M2.5: 228B params, 596 likes #sota-model
- `https://huggingface.co/moonshotai/Kimi-K2.5` — Kimi-K2.5: 170B params, 2180 likes, multimodal vision #sota-model
- `https://huggingface.co/openbmb/MiniCPM-SALA` — MiniCPM-SALA: 9.4B params, 438 likes #sota-model
- `https://huggingface.co/Qwen/Qwen3-Coder-Next` — Qwen3-Coder-Next: 79B params, 866 likes, coding model #sota-model
- `https://huggingface.co/zai-org/GLM-OCR` — GLM-OCR: 1045 likes, OCR specialist #sota-model
- `https://huggingface.co/openbmb/MiniCPM-o-4_5` — MiniCPM-o-4_5: 9.3B params, 843 likes, any-to-any modality #sota-model
- `https://huggingface.co/mistralai/Voxtral-Mini-4B-Realtime-2602` — Voxtral-Mini-4B-Realtime: 531 likes, ASR model #sota-model
- `https://huggingface.co/OpenMOSS-Team/MOSS-TTS` — MOSS-TTS: 8.4B params, 187 likes #sota-model
- `https://huggingface.co/nvidia/personaplex-7b-v1` — Personaplex-7B: 1803 likes, audio-to-audio #sota-model

---

## Magoo News Pulse — 19:22 UTC (2:22 PM EST)

### Tech
- `https://simonwillison.net/2026/Feb/15/openclaw/` — Simon Willison: OpenClaw hits 196K GitHub stars, 10K commits, 600 contributors in under 3 months
- `https://www.schneier.com/crypto-gram/archives/2026/0215.html` — Schneier: New n8n AI vulnerability discovered

### Science
- `https://www.sciencedaily.com/news/space_time/` — Scientists uncover massive underground lava tube beneath Venus surface

---

## Magoo News Pulse — 19:41 UTC (7:41 PM UTC)

### Tech/Cybersecurity
- `https://www.schneier.com/crypto-gram/archives/2026/0215.html` — n8n CVE-2026-21858 (CVSS 10.0), 100K servers affected (duplicate)
- `https://abcnews.com/US/att-hacker-stole-data-wireless-customers/story?id=111874118` — AT&T breach: call/text records nearly all customers
- `https://mashable.com/article/conduent-data-breach-10-5-million-social-security-numbers` — Conduent breach: 10.5M SSNs exposed

### AI
- `https://whtc.com/2026/02/14/chinas-bytedance-releases-doubao-2-0-ai-chatbot/` — ByteDance Doubao 2.0: matches GPT-5.2/Gemini 3 Pro (duplicate)
- `https://www.aol.com/articles/ai-safety-researcher-quits-anthropic-195310989.html` — Mrinank Sharma quits Anthropic: "world is in peril"

### GitHub/Dev
- `https://github.com/github/gh-aw` — GitHub Agentic Workflows (duplicate)
- `https://github.com/microsoft/agent-framework` — Microsoft Agent Framework (duplicate)
- `https://github.com/ChromeDevTools/chrome-devtools-mcp` — Chrome DevTools MCP (duplicate)

### Global
- `https://www.politico.com/news/2026/02/15/massive-demonstrations-held-to-oppose-irans-government-00782529` — Iran: Massive demonstrations (duplicate)
- `https://www.theguardian.com/world/2026/feb/15/offer-to-join-trumps-new-era-is-met-with-growing-sense-of-european-steeliness` — Europe steeliness vs Trump (duplicate)

### Markets
- `https://tmastreet.com/microstrategy-mstr-stock-jumps-on-bitcoin-rebound/` — MSTR +8.85% (duplicate)
- `https://www.morningstar.com/news/marketwatch/20260215145/here-are-7-charts-guaranteed-to-stress-you-out-about-the-stock-market` — Market stress charts (duplicate)

### Science
- `https://www.livescience.com/space/deepest-views-from-james-webb-and-chandra-telescopes-reveal-a-monster-object-that-defies-theory-space-photo-of-the-week` — JADES-ID1 protocluster (duplicate)
- `https://scitechdaily.com/a-spacecraft-flew-closer-to-the-sun-than-ever-and-is-rewriting-a-century-old-mystery/` — Parker Solar Probe solar wind (duplicate)

---

## Magoo News Pulse — 20:02 UTC (8:02 PM UTC)

News cycle still settling. Only 21 minutes since last briefing (19:41 UTC).

Attempted searches via SearXNG and web_fetch, but most sources repeating already-covered stories:
- AT&T/Conduent breaches ✓
- ByteDance Doubao 2.0 ✓
- Mrinank Sharma/Anthropic ✓
- Iran demonstrations ✓
- Munich Conference ✓
- GitHub trending repos (gh-aw, agent-framework, Chrome DevTools MCP) ✓
- MSTR/BTC market moves ✓
- Space discoveries (JADES-ID1, Parker Solar Probe) ✓

Insufficient new diverse items for full briefing. Sent wait notification to Chad.
Next scan scheduled for ~20:30-20:45 UTC.

---

## Hourly Tech Radar — 20:05 UTC (8:05 PM)

### GitHub Rising Repos
- `https://github.com/rowboatlabs/rowboat` — Open-source AI coworker with memory #marketing-relevant #openclaw-ecosystem
- `https://github.com/github/gh-aw` — GitHub Agentic Workflows #openclaw-ecosystem
- `https://github.com/ChromeDevTools/chrome-devtools-mcp` — Chrome DevTools for coding agents #openclaw-ecosystem
- `https://github.com/alibaba/zvec` — Lightweight in-process vector database #infra-optimization
- `https://github.com/SynkraAI/aios-core` — AI-Orchestrated System for Full Stack Development v4.0 #openclaw-ecosystem
- `https://github.com/ruvnet/wifi-densepose` — WiFi-based dense human pose estimation (InvisPose) +351 stars/day
- `https://github.com/moonshine-ai/moonshine` — Fast/accurate ASR for edge devices #sota-model

### Fresh Research
- `https://arxiv.org/abs/2602.09000` — iGRPO: Self-Feedback-Driven LLM Reasoning (SOTA: 85.62% AIME24, 79.64% AIME25) #sota-model
- `https://arxiv.org/abs/2602.12276` — CATTS: Agentic Test-Time Scaling for WebAgents (9.1% improvement, 2.3x fewer tokens) #openclaw-ecosystem
- `https://arxiv.org/abs/2602.10885` — RLCER: Chain-of-Thought Reasoning with Self-Evolving Rubrics #openclaw-ecosystem

### SOTA Models
- `https://z.ai/blog/glm-5` — GLM-5: 744B params (40B active), beats GPT-5.2 on BrowseComp/Vending Bench 2, MIT license #sota-model
- `https://github.com/zai-org/GLM-5` — GLM-5 GitHub repo #sota-model

### Infra Alerts
- Alibaba zvec: lightning-fast in-process vector database #infra-optimization

---

## Magoo News Pulse — 20:20 UTC (8:20 PM UTC)

Only 18 minutes since last cycle (20:02 UTC). Sources still recycling same stories.

**Attempted:**
- SearXNG searches (AI, cybersecurity, politics, markets, science) — returned generic pages/old content
- web_fetch on Reuters, TechCrunch, Politico, Ars Technica — returned footers/dynamic content errors
- web_search — rate-limited (429)

**Result:** Insufficient new diverse items. Sent wait notification to Chad.

Next scan: ~20:45 UTC.

---

## Magoo News Pulse — 20:40 UTC (8:40 PM UTC)

Only 20 minutes since last cycle (20:20 UTC). Late Saturday evening UTC — news cycle dormant.

**Attempted:**
- SearXNG searches (GitHub, AI, politics, markets, science) — returned generic homepages/navigation only
- web_fetch on TechCrunch, Reuters, Ars Technica — returned footers/dynamic content (JS loading issues)
- web_search — rate-limited (429)

**Result:** Insufficient new diverse items for full 10-12 item briefing.

**Sent notification to Chad:** "Only 3-4 diverse items this cycle (late Saturday evening UTC). Waiting for more news. Next scan: ~21:30 UTC"

**Already covered today:**
- AT&T/Conduent breaches
- ByteDance Doubao 2.0
- GitHub trending (gh-aw, agent-framework, Chrome DevTools MCP)
- Iran demonstrations, Munich Conference
- MSTR/BTC market moves
- Space discoveries (JADES-ID1, Parker Solar Probe)

Next scan: ~21:30-22:00 UTC.

---

## Magoo News Pulse — 21:00 UTC (9:00 PM UTC)

Successfully delivered 12-item diverse briefing.

### Tech
- `https://www.washingtonpost.com/technology/2026/02/15/david-greene-google-ai-podcast/` — NPR's David Greene sues Google over AI voice clone
- `https://www.phoronix.com/news/Linux-7.0-HID` — Linux 7.0 adds Rock Band 4 guitar controller support
- `https://www.tweaktown.com/news/110168/western-digital-runs-out-of-hdd-capacity-ceo-says-massive-ai-deals-secured-price-surges-ahead/index.html` — Western Digital sold out through 2026, HDD prices +46%

### AI
- `https://downdetector.com/status/googlegemini/` — Gemini outage reports

### Global
- `https://www.bbc.com/news/articles/c4g5380xwqjo` — Ukraine detains ex-energy minister at border
- `https://www.bbc.com/news/articles/cjrq2r9y278o` — Democrats reassure Europe: "Trump gone in 3 years"
- `https://www.bbc.com/news/articles/czr0lykl4g4o` — Iran protests: Hundreds of thousands rally worldwide
- `https://www.bbc.com/news/articles/cm289we7jzdo` — Navalny allegedly poisoned with dart frog toxin

### Justice
- `https://www.foxnews.com/us/ag-pam-bondi-announces-all-epstein-files-released-listing-high-profile-names` — DOJ releases all Epstein files (3.5M pages, 300+ names)
- `https://www.bbc.com/news/articles/c5y48j0exlgo` — Nancy Guthrie abduction: Bitcoin ransom, DNA evidence

### Science
- `https://www.sciencedaily.com/news/space_time/` — Massive Venus lava tube discovered
- `https://www.universetoday.com/` — Impossible galaxy cluster discovered (1B years after Big Bang)

**Coverage quality:** Diverse sources, no topic over-represented, avoided all duplicates from earlier cycles.

---

## Hourly Tech Radar — 21:03 UTC (9:03 PM EST)

### Rising Repos
- `https://github.com/DeepGenTeam/DeepGen` — 5B unified multimodal model (image generation/editing) ⭐ 86 stars #sota-model #marketing-relevant
  - **FLAG: Marketing relevant** — Beats 80B HunyuanImage by 28%, 27B Qwen-Image-Edit by 37%
  - Open-source training code + weights + datasets
  - Uses Stacked Channel Bridging (SCB) + "think tokens" for reasoning

### Fresh Research
- `https://arxiv.org/abs/2602.12205` — DeepGen 1.0: Lightweight Unified Multimodal Model #sota-model #marketing-relevant
  - **FLAG: SOTA claim** — 28-37% improvement over 10x larger models
  - Trained on only ~50M samples vs billions
  - Hierarchical feature extraction from VLM layers
  - 73 upvotes on HuggingFace trending

- `https://arxiv.org/abs/2512.07921` — DeepCode: Open Agentic Coding #openclaw-ecosystem #sota-model
  - **FLAG: Agent architecture / OpenClaw competitor**
  - Outperforms Cursor, Claude Code, and **PhD-level human experts**
  - SOTA on PaperBench for paper-to-code reproduction
  - Blueprint distillation + stateful code memory + RAG + closed-loop error correction
  - Treats repo synthesis as channel optimization problem

### SOTA Models
- **DeepSeek R1 Series** — Revolutionary Chinese LLM #sota-model #infra-optimization
  - Uses MLA (Multi-Head Latent Attention) + knowledge distillation
  - **FLAG: Cost savings** — Achieves OpenAI-level performance at 1/70th training cost
  - Supports 140 languages, 128K context window
  - `https://www.deepseek.com/`

- **DeepSeek V3.2 Formal** — Enhanced Agent capabilities #openclaw-ecosystem
  - **FLAG: OpenClaw ecosystem** — Strong agent framework, potentially competitive
  - Deep reasoning + 128K context
  - Enhanced agent mode vs prior versions

- **Anthropic Claude Opus 4.6** — Latest release (Nov 24, 2025) #sota-model
  - Enhanced safety/security standards
  - `https://www.anthropic.com/claude/opus`

### Analysis Summary
1. **Image Generation**: DeepGen 1.0 proves small models can beat giants with smart architecture
2. **Coding Agents**: DeepCode is first to claim better-than-PhD performance on paper reproduction
3. **Cost Optimization**: DeepSeek's 1/70th training cost is game-changing for infrastructure
4. **Agent Frameworks**: Multiple new autonomous agent architectures emerging

**IMMEDIATE ALERTS:**
- DeepCode could replace human coders for research reproduction
- DeepSeek R1 offers massive cost savings for Fred's LLM workloads (1/70th cost vs OpenAI)
- DeepGen 1.0 is marketing-relevant for image generation pipelines

---

## Magoo News Pulse — 21:42 UTC (9:42 PM UTC)

Successfully delivered 10-item diverse briefing.

### Tech
- `https://www.404media.co/ars-technica-pulls-article-with-ai-fabricated-quotes-about-ai-generated-article/` — Ars Technica retracts article with AI-fabricated quotes
- Hollywood AI training: Curious Refuge academy (from Reuters homepage mention)

### AI
- `https://www.reuters.com/technology/pentagon-threatens-cut-off-anthropic-ai-safeguards-dispute-axios-reports-2026-02-15/` — Pentagon threatens to cut off Anthropic over military AI restrictions
- `https://www.latimes.com/business/story/2026-02-13/openai-accuses-chinas-deepseek-of-stealing-ai-technology` — OpenAI accuses DeepSeek of stealing tech via distillation

### Global
- `https://www.reuters.com/world/middle-east/us-military-preparing-potentially-weeks-long-iran-operations-2026-02-13/` — US military preparing for potentially weeks-long Iran operations
- `https://www.politico.eu/article/munich-security-conference-donald-trump-marco-rubio-ursula-von-der-leyen-mark-rutte-europe-us-transatlantic/` — Munich Security Conference: Europe/US relationship strained, trust gone
- `https://www.msn.com/en-my/news/other/merz-says-in-talks-with-macron-on-european-nuclear-deterrence/ar-AA1WjB35` — Merz in talks with Macron on European nuclear deterrence

### Markets
- `https://www.ad-hoc-news.de/boerse/news/ueberblick/nasdaq-100-legendary-buy-the-dip-opportunity-or-final-stage-tech-bubble/68582990` — Nasdaq 100: Buy-the-dip or final stage tech bubble?

### Science
- `https://www.sciencedaily.com/news/space_time/` — Massive Venus lava tube discovered (duplicate from 21:00 UTC)
- `https://www.universetoday.com/` — Impossible galaxy cluster discovered 1B years after Big Bang (duplicate from 21:00 UTC)

**Coverage quality:** 10 diverse items, no topic over-represented, avoided duplicates from earlier cycles.
**Next scan:** ~22:30-23:00 UTC

---

## Magoo News Pulse — 22:20 UTC (10:20 PM UTC)

Only 38 minutes since last briefing (21:42 UTC). Late Saturday night — news cycle dormant.

**Attempted:**
- SearXNG searches (tech, AI, politics, markets, science) — returned generic homepages, Stack Overflow questions, Reddit threads (no actual news)
- web_fetch on aitoolly, Reuters, TechCrunch, Politico — returned navigation menus/generic content
- web_search — rate-limited (429)

**Result:** Insufficient new diverse items for full 10-12 item briefing.

**Sent notification to Chad:** "Only 3-4 new items this cycle (late Saturday night). Waiting for more news. Next scan: ~11:30 PM UTC"

**Already extensively covered today:**
- Tech: AT&T/Conduent breaches, David Greene Google lawsuit, WD HDD shortage, Ars AI quotes scandal, Check Point acquisitions
- AI: ByteDance Doubao 2.0, Anthropic/Pentagon, OpenAI/DeepSeek, GitHub trending (gh-aw, agent-framework, Chrome DevTools MCP, rowboat)
- Global: Iran protests, Munich Conference, Ukraine, Navalny poisoning, Epstein files
- Markets: MSTR/BTC, Nasdaq stress
- Science: JADES-ID1, Parker Solar Probe, Venus lava tube

Next scan: ~23:30 UTC (11:30 PM)

## Tech Radar — 10:02 PM UTC

### GitHub Trending #openclaw-ecosystem
- https://github.com/chroma-core/chroma — Vector DB for AI apps #openclaw-ecosystem
- https://github.com/feast-dev/feast — Feature Store for AI/ML #infra-optimization
- https://github.com/nautechsystems/nautilus_trader — Algorithmic trading platform
- https://github.com/seerr-team/seerr — Media request manager (Jellyfin/Plex/Emby)
- https://github.com/rustdesk/rustdesk — Open-source remote desktop
- https://github.com/google-deepmind/mujoco — Physics simulator

### arXiv Research #sota-model
- https://arxiv.org/abs/2602.12276 — CATTS: Agentic Test-Time Scaling (9.1% improvement, 2.3x fewer tokens) #infra-optimization
- https://arxiv.org/abs/2602.12268 — CM2: RL with Checklist Rewards for multi-turn tool use
- https://arxiv.org/abs/2602.12259 — KeplerAgent: Physics-guided equation discovery

---

## Magoo News Pulse — 23:05 UTC (11:05 PM UTC)

Only 4 new diverse items this cycle (late Sunday night). News cycle dormant.

**Sent notification to Chad:** "Only 4 diverse items this cycle (11:05 PM UTC Sunday). Waiting for more news. Next scan: ~12:30 AM UTC"

**New stories identified (not enough for full briefing):**
- https://www.bbc.com/news/articles/c9wn5p299eko — Russian pick-up artist accused of secretly filming women in Ghana
- https://www.bbc.com/news/articles/c4ge763d7j6o — US boards second tanker in Indian Ocean (Venezuela sanctions)
- https://www.bbc.com/news/articles/cz7genjx9njo — Bondi criticized after incomplete Epstein files release
- The Verge mention: Disney accuses ByteDance's AI video model of infringement (no full URL retrieved)

Next scan: ~00:30 UTC (12:30 AM Monday)


The file already exists with tons of previous tech radar data. I need to append my new findings to the end. Let me append the new GitHub/research/model data from this scan.

exec

cat >> memory/2026-02-15.md << 'EOF'

---

## Hourly Tech Radar — 23:06 UTC (11:06 PM)

### GitHub Rising Repos #openclaw-ecosystem #marketing-relevant
- https://github.com/ruvnet/wifi-densepose — WiFi-based dense human pose estimation, 6,466 stars, +351 today #marketing-relevant
- https://github.com/github/gh-aw — GitHub Agentic Workflows (official) #openclaw-ecosystem
- https://github.com/ChromeDevTools/chrome-devtools-mcp — Chrome DevTools MCP server for coding agents #openclaw-ecosystem
- https://github.com/rowboatlabs/rowboat — Open-source AI coworker with memory #openclaw-ecosystem
- https://github.com/mistralai/mistral-vibe — Minimal CLI coding agent by Mistral #openclaw-ecosystem
- https://github.com/resemble-ai/chatterbox — SoTA open-source TTS #sota-model
- https://github.com/The-Pocket/PocketFlow — 100-line LLM framework #openclaw-ecosystem
- https://github.com/Jeffallan/claude-skills — 66 Specialized Skills for Claude Code #openclaw-ecosystem
- https://github.com/alibaba/zvec — Lightweight in-process vector database #infra-optimization
- https://github.com/moonshine-ai/moonshine — Fast ASR for edge devices #sota-model
- https://github.com/shiyu-coder/Kronos — Foundation model for financial markets #sota-model
- https://github.com/cheahjs/free-llm-api-resources — Free LLM inference resources list #infra-optimization

### Fresh Research Papers #openclaw-ecosystem #sota-model
- https://arxiv.org/abs/2602.12276 — CATTS: Confidence-Aware Test-Time Scaling for WebAgents (9.1% perf boost, 2.3x fewer tokens) #openclaw-ecosystem
- https://arxiv.org/abs/2602.12268 — CM2: RL with Checklist Rewards for Multi-Turn Agentic Tool Use (+8pts tau-Bench, +10pts BFCL-V4, +12pts ToolSandbox) #openclaw-ecosystem

### MCP Servers #openclaw-ecosystem
- github.com/supabase-community/supabase-mcp — Supabase MCP server #openclaw-ecosystem
- github.com/ChromeDevTools/chrome-devtools-mcp — Chrome DevTools MCP (official) #openclaw-ecosystem
- SAP MCP servers (mentioned in web search) #openclaw-ecosystem
- Terraform MCP (HashiCorp) #openclaw-ecosystem #infra-optimization
- GitBook MCP server #openclaw-ecosystem
- Grep GitHub search MCP #openclaw-ecosystem

### HuggingFace Trending Models #sota-model
- https://huggingface.co/zai-org/GLM-5 — 754B params, 1.2K likes #sota-model
- https://huggingface.co/MiniMaxAI/MiniMax-M2.5 — 228B params, 604 likes #sota-model
- https://huggingface.co/moonshotai/Kimi-K2.5 — 170B params, 2.2K likes #sota-model
- https://huggingface.co/Qwen/Qwen3-Coder-Next — 79B params, 868 likes #sota-model
- https://huggingface.co/zai-org/GLM-OCR — 1K+ likes, OCR specialist #sota-model
- https://huggingface.co/openbmb/MiniCPM-o-4_5 — 9.3B params, any-to-any modality #sota-model
- https://huggingface.co/mistralai/Voxtral-Mini-4B-Realtime-2602 — ASR model #sota-model
- https://huggingface.co/OpenMOSS-Team/MOSS-TTS — 8.4B params, TTS #sota-model
- https://huggingface.co/nvidia/personaplex-7b-v1 — audio-to-audio #sota-model

EOF


(no output)


Good! I've appended the new findings to the memory file. Now I should confirm to Chad (via NO_REPLY since I already sent the Telegram message with the full report).

Tech Radar scan complete. Report delivered to Chad via Telegram and logged to memory/2026-02-15.md with appropriate tags.

**Key highlights flagged:**
- ruvnet/wifi-densepose: 351 stars in 24h (production WiFi pose estimation)
- github/gh-aw: Official GitHub agentic workflows
- ChromeDevTools/chrome-devtools-mcp: New MCP server for browser automation
- rowboatlabs/rowboat: OpenClaw competitor with memory
- Two major agent research papers (CATTS, CM2)
- 6 new MCP servers identified
- 9 trending HuggingFace models including GLM-5 (754B params)

NO_REPLY