[cron:1dcf106e-f841-4341-bff5-33950d7cc84c Magoo Tech Radar — Hourly] **Tech Radar + Marketing Intelligence Hourly Scan**

**MISSION:** Find rising GitHub repos, fresh AI research, AND flag anything useful for agentic marketing & OpenClaw infrastructure.

---

## SECTION 1: GITHUB TRENDING (5-6 items)

**Search queries (SearXNG + `day`):**
- `github trending AI agent`
- `github trending LLM`
- `github trending marketing automation`
- `github trending MCP server` ← NEW: Model Context Protocol tools
- `github trending social media bot`

**FLAG FOR IMMEDIATE ALERT if:**
- Repo has >100 stars in 24h
- Repo mentions "OpenClaw alternative" or "agent framework"
- New MCP server for X/Telegram/Discord/reddit
- Content generation pipeline tools

---

## SECTION 2: SOTA MODELS & RESEARCH (4-5 items)

**Check:**
- arxiv.org/list/cs.AI/recent
- arxiv.org/list/cs.LG/recent
- paperswithcode.com/sota
- huggingface.co/models (trending)

**FLAG FOR IMMEDIATE ALERT if:**
- Model claims SOTA on coding benchmark (HumanEval, MBPP)
- Model claims SOTA on reasoning (MATH, GSM8K)
- Model beats GPT-4/Claude/Llama on any major eval
- New agent architecture paper with >50 citations in first week

---

## SECTION 3: DEVOPS/INFRA INTELLIGENCE (2-3 items)

**Search:**
- `github trending docker AI inference`
- `github trending vllm` or `github trending llama.cpp`
- `github trending cost optimization cloud`

**FLAG FOR IMMEDIATE ALERT if:**
- New inference engine with >2x speedup
- Cost-saving tool for API calls
- Container optimization for agent workloads

---

## OUTPUT FORMAT

📡 **Tech Radar** — [Time EST], [Date]

🚀 **RISING REPOS:**
• [repo] — [description] ⭐ [stars]
  [Source](https://github.com/...)
  **[FLAG: Marketing relevant / OpenClaw competitor / MCP server]** ← if applicable

📄 **FRESH RESEARCH:**
• [paper] — [summary]
  [arXiv](https://arxiv.org/...)
  **[FLAG: SOTA claim / Agent architecture]** ← if applicable

⚡ **INFRA ALERTS:** (if any)
• [tool/optimization found]
  **[FLAG: Cost savings / Performance boost]**

---

**DELIVERY:** Use `message` tool to send to 6558388607

**MEMORY:** Append all URLs to `memory/2026-02-14.md` with tags:
- `#marketing-relevant`
- `#openclaw-ecosystem`
- `#sota-model`
- `#infra-optimization`
Current time: Monday, February 16th, 2026 — 8:07 PM (UTC)


Alright, I'm receiving a cron job to do a Tech Radar + Marketing Intelligence scan. Let me break down what I need to do:

1. **GitHub Trending** - Search for rising repos in AI agents, LLMs, marketing automation, MCP servers, social media bots
2. **SOTA Models & Research** - Check arXiv and Papers with Code for new models/papers
3. **DevOps/Infra** - Look for docker/inference optimization tools

I need to use SearXNG search with the `day` freshness filter for all searches.

Let me start with the GitHub trending searches. I should use the searxng-search skill since it's available and handles rate limits better.

Actually, wait - let me check if I need to read the searxng-search skill first. Looking at the skill description: "Local SearXNG metasearch engine for unlimited web searches." This matches my need.

Let me read the skill first.

I'll run your hourly Tech Radar scan. Let me start by loading the SearXNG search skill for unlimited searches.


---
name: searxng-search
description: Local SearXNG metasearch engine for unlimited web searches. Use when web_search hits rate limits or when you need to search without API restrictions. Queries Google, Bing, DuckDuckGo, and other engines via local SearXNG instance.
---

# SearXNG Search

Local metasearch engine running on `localhost:9090` that aggregates results from multiple search engines.

## When to Use

- When `web_search` returns rate limit errors (429)
- When you need unlimited searches without API costs
- As a fallback when Brave/Perplexity/Grok APIs fail

## Usage

Run the search script via exec:

```bash
~/.openclaw/skills/searxng-search/scripts/search.sh "your search query" [count] [freshness]
```

**Parameters:**
- `query` (required): Search query string
- `count` (optional): Number of results (default: 5, max recommended: 10)
- `freshness` (optional): Time filter — `day`, `week`, `month`, `year`

**Examples:**

```bash
# Basic search
~/.openclaw/skills/searxng-search/scripts/search.sh "OpenAI news"

# Get more results
~/.openclaw/skills/searxng-search/scripts/search.sh "latest AI developments" 10

# NEWS: Filter to last 24 hours (ALWAYS use for news searches)
~/.openclaw/skills/searxng-search/scripts/search.sh "AI news" 10 day

# Filter to last week
~/.openclaw/skills/searxng-search/scripts/search.sh "GitHub trending repos" 5 week
```

## Output Format

Returns JSON matching OpenClaw's web_search format:

```json
{
  "query": "search query",
  "provider": "searxng",
  "count": 5,
  "freshness": "day",
  "results": [
    {
      "title": "Result Title",
      "url": "https://example.com/page",
      "description": "Snippet text...",
      "engine": "google",
      "published": "2026-02-13T10:00:00Z"
    }
  ]
}
```

## News Searches

**For any news/current events search, ALWAYS use `day` freshness:**

```bash
~/.openclaw/skills/searxng-search/scripts/search.sh "AI news today" 10 day
```

This ensures you only get results from the last 24 hours — no stale articles from months ago.

## Requirements

- SearXNG running on `localhost:9090` (Docker container)
- Override URL with `SEARXNG_URL` env var if different

## Notes

SearXNG aggregates from multiple engines (Google, Bing, DuckDuckGo, Brave, Qwant) so results may be more comprehensive than single-provider APIs.


Good, now I have the skill loaded. I need to run multiple searches:

**GitHub Trending (5-6 searches):**
1. github trending AI agent
2. github trending LLM
3. github trending marketing automation
4. github trending MCP server
5. github trending social media bot

**Research (check arXiv/PapersWithCode):**
- arxiv cs.AI recent
- arxiv cs.LG recent
- paperswithcode SOTA
- huggingface trending models

**DevOps/Infra (2-3 searches):**
1. github trending docker AI inference
2. github trending vllm
3. github trending cost optimization cloud

All GitHub searches should use `day` freshness since we want the latest trending repos.

Let me batch the GitHub searches first.

Now I'll run the Tech Radar scan. Starting with GitHub trending searches:

exec

~/.openclaw/skills/searxng-search/scripts/search.sh "github trending AI agent" 10 day

~/.openclaw/skills/searxng-search/scripts/search.sh "github trending LLM" 10 day

~/.openclaw/skills/searxng-search/scripts/search.sh "github trending marketing automation" 10 day

~/.openclaw/skills/searxng-search/scripts/search.sh "github trending MCP server" 10 day

~/.openclaw/skills/searxng-search/scripts/search.sh "github trending social media bot" 10 day


Question: github trending AI agent

GitHub · Change is constant. GitHub keeps you ahead.

Whether you’re scaling your development process or just learning how to code, GitHub is where you belong. Join the world’s most widely adopted developer platform to build the technologies that shape …

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snarktank/antfarm: Build your agent team in OpenClaw with ... - GitHub

19 hours ago ... Trending · Collections. Enterprise. ENTERPRISE SOLUTIONS. Enterprise platformAI ... Antfarm gives you a team of specialized AI agents — planner, developer ...

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sipeed/picoclaw - GitHub

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Question: github trending AI agent

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sipeed/picoclaw - GitHub


Question: github trending LLM

No-code LLM ETL #Python #AI @GetUnstract 6402 - X

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IgorGanapolsky/trading: Production-style, risk-first AI/LLM ... - GitHub

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You Could've Invented OpenClaw - GitHub Gist

6 hours ago ... ... LLM, and the desire to make AI actually useful outside the chat window. End ... web_search: {"query": "AI agent trends 2025"} → Search results for: AI agent ...

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Discussions · GitHub - langfuse

10 hours ago ... Trending · Collections. Enterprise. ENTERPRISE SOLUTIONS. Enterprise platformAI ... LLM-as-a-Judge: Add support for filtering traces by input/output content.

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Question: github trending marketing automation

Awesome Claude Code Plugins: Top 100 Repositories - GitHub

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5 hours ago ... Trending · Collections. Enterprise. ENTERPRISE SOLUTIONS. Enterprise ... python automation seo scraping data-analysis seo-optimization digital-marketing ...

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Whether you’re scaling your development process or just learning how to code, GitHub is where you belong. Join the world’s most widely adopted developer platform to build the technologies that shape …

Sign in to GitHub · GitHub

GitHub is where people build software. More than 150 million people use GitHub to discover, fork, and contribute to over 420 million projects.

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Question: github trending MCP server

jtang613/GhidrAssistMCP: An MCP extension for Ghidra - GitHub

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Five MCP servers to rule the cloud - InfoWorld

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https://t.co/t2IrGlPjQE's new MCP server is pretty useful for ...

3 hours ago ... “Create a clean CI/CD diagram for GitHub Actions deploying to an Azure Container Registry using drawio mcp” ... Explore Trending StoriesGo to HomeSearch XNews.

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Built a 30-line MCP server that changed my entire design workflow

5 hours ago ... TRENDING TODAY. Log In. Log in to Reddit. Open settings menu ... 4m ago. dunno why Reddit hides my comments, but: Github: https://github.com/halilc4/tabbyspaces.

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Question: github trending social media bot

Anyone actually using Openclaw? : r/LocalLLaMA - Reddit

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OpenClaw founder Steinberger joins OpenAI, open-source ... - Reuters

22 hours ago ... Peter Steinberger, the founder of OpenClaw, is joining OpenAI, and the open-source bot is becoming a foundation, OpenAI CEO Sam Altman said on Sunday.

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I'm happy for the guy, but am I jealous as well? Well yes, and that's ...

11 hours ago ... ... Trends when most of the conversation was on X/Github. reply · aixpert 4 ... He made a social network for bots, FFS. He contributed to the dead internet ...

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OpenAI has hired Peter Steinberger, the creator of the viral open ...

3 hours ago ... OpenClaw just exploded as GitHub's fastest-growing open-source project—an autonomous AI agent that handles email, files, browser tasks, and social media from ...

Question: github trending social media bot

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Good, I have the GitHub trending results. Now let me search for research papers and DevOps/infra tools. I'll continue with:

1. Research searches (arXiv, PapersWithCode, HuggingFace)
2. DevOps/infra searches

Let me do those now.

~/.openclaw/skills/searxng-search/scripts/search.sh "arxiv cs.AI recent papers" 10 day

~/.openclaw/skills/searxng-search/scripts/search.sh "SOTA AI model benchmark 2026" 10 day

~/.openclaw/skills/searxng-search/scripts/search.sh "huggingface trending models" 10 day

~/.openclaw/skills/searxng-search/scripts/search.sh "github trending docker AI inference" 10 day

~/.openclaw/skills/searxng-search/scripts/search.sh "github trending vllm optimization" 10 day


Question: arxiv cs.AI recent papers

Multiagent Systems - arXiv.org

10 hours ago ... Authors and titles for recent submissions. Mon, 16 Feb 2026 · Fri, 13 Feb 2026 ... ; Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Software ...

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arXiv is a free distribution service and an open-access archive for nearly 2.4 million scholarly articles in the fields of physics, mathematics, computer science, quantitative biology, quantitative finance, …

Computer Science and Game Theory - arXiv.org

2 hours ago ... Authors and titles for recent submissions. Mon, 16 Feb 2026 · Fri, 13 Feb 2026 ... (cs.AI); Computer Science and Game Theory (cs.GT). [34] arXiv:2602.12180 ...

arXiv - Wikipedia

arXiv (pronounced as "archive"—the X represents the Greek letter chi χ ) [1] is an open-access repository of electronic preprints and postprints (known as e-prints) approved for posting after …

Artificial Intelligence | Cool Papers - Immersive Paper Discovery

5 hours ago ... ... arXiv, including titles, authors, and abstracts, with support for paper ... Recent advances in large language models (LLMs) have generated interest in AI ...

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We would like to show you a description here but the site won’t allow us.

Artificial Intelligence Feb 2026 - arXiv

18 hours ago ... Comments: Paper accepted to the International Conference on Applications ... Subjects: Logic in Computer Science (cs.LO); Artificial Intelligence (cs.AI).

arXiv - New World Encyclopedia

The arXiv was originally developed by Paul Ginsparg and started in 1991, as an archive for preprints in physics and later expanded to include astronomy, mathematics, computer science, nonlinear science, …

Sound - arXiv.org

10 hours ago ... Authors and titles for recent submissions. Mon, 16 Feb 2026 · Fri, 13 Feb ... Subjects: Sound (cs.SD); Artificial Intelligence (cs.AI); Multimedia (cs.MM); ...

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Question: arxiv cs.AI recent papers

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Question: SOTA AI model benchmark 2026

SOTA，benchmark和baseline分别是什么意思？ - 知乎

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Time-horizons for the WeirdML tasks Using 10 successive SOTA ...

8 hours ago ... Time-horizons for the WeirdML tasks Using 10 successive SOTA models (from GPT-4 (June 2023) to Claude Opus 4.6 (Feb 2026)), the inferred WeirdML time...

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MiniMax M2.5: Opus-Level Performance at $1 per Hour | SOTAAZ Blog

16 hours ago ... On February 12, 2026, Shanghai-based AI startup MiniMax released M2.5. SWE ... Exploring the frontiers of AI, LLMs, and Diffusion models. Building the ...

GitHub - roboflow/notebooks: A collection of tutorials on state-of-the ...

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6 hours ago ... Import AI 445: Timing superintelligence; AIs solve frontier math proofs; a new ML research benchmark. Will 2026 ... model both sequential user behaviors and non- ...

Question: SOTA AI model benchmark 2026

SOTA，benchmark和baseline分别是什么意思？ - 知乎

ucan-ai/SOTA-notebooks - GitHub


Question: huggingface trending models

Hugging Face – The AI community building the future.

Access 45,000+ models from leading AI providers through a single, unified API with no service fees. Deploy on optimized Inference Endpoints or update your Spaces applications to a GPU in a few …

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15 hours ago ... While the dominant trend favors end-to-end (E2E) modeling to optimize information flow, these "omni-models" often struggle to balance the competing objectives ...

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In early 2026, hackers hijacked the Hugging Face platform to launch Android-targeted attacks involving "powerful malware" which could completely take over a compromised target.

Models - Hugging Face

24 hours ago ... Eval Results. Apply filters. Models. 1. Full-text search. Inference Available. Edit filters. Sort: Trending. Active filters: off-policy. Clear all. jangwon-kim- ...

HuggingFace Models

With its user-friendly interface and comprehensive documentation, HuggingFace makes it easy for both beginners and experts to integrate advanced NLP capabilities into their applications.

Even @huggingface's trending models say Happy Chinese New ... - X

23 hours ago ... Maziyar PANAHI (@MaziyarPanahi). 7 likes 383 views. Even @huggingface's trending models say Happy Chinese New Year!

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The AI community building the future. Hugging Face has 384 repositories available. Follow their code on GitHub.

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16 hours ago ... Get trending papers in your email inbox! Subscribe. Daily Papers. by AK and ... models in computational pathology (CPath). However, automatic recognition ...

HuggingFace APIs - Open Source AI Models and Datasets

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Daily Papers - Hugging Face


Question: github trending docker AI inference

sipeed/picoclaw - GitHub

7 hours ago — PicoClaw is an ultra-lightweight personal AI Assistant inspired by nanobot, refactored from the ground up in Go through a self-bootstrapping process, ...

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rednote-hilab/dots.ocr: Multilingual Document Layout Parsing in a ...

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Qwen3.5 Release: 397B Parameter Model with Native Multimodal ...

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mehd-io/duckdb-extension-radar: This repo contains ... - GitHub

23 hours ago ... ... inference directly in SQL. iqea-ai, duckdb-snowflake, 40, 2025-09-06T22:46:49Z, 2026-02-13T08:13:44Z, A powerful DuckDB extension that enables seamless querying ...

The Complete Guide to Ollama: Run Large Language Models Locally

11 hours ago ... Download and run the latest installer. Docker: docker pull ollama/ollama:latest docker stop ollama docker rm ollama docker ... Cursor is a popular AI-powered IDE.

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GitHub is where people build software. More than 150 million people use GitHub to discover, fork, and contribute to over 420 million projects.

vLLM

10 hours ago ... ... inference: Gated Delta Networks + sparse MoE — high throughput, low ... GitHub: github.com/QwenLM/Qwen3.5. Chat: chat.qwen.ai. API： modelstudio ...

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How people build software. GitHub has 539 repositories available. Follow their code on GitHub.

Question: github trending docker AI inference

sipeed/picoclaw - GitHub

rohitg00/awesome-openclaw - GitHub

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vLLM

GitHub


Question: github trending vllm optimization

Whether you’re scaling your development process or just learning how to code, GitHub is where you belong. Join the world’s most widely adopted developer platform to build the technologies …

AlexsJones/llmfit: 94 models. 30 providers. One command ... - GitHub

3 hours ago ... OpenClaw integration. llmfit ships as an OpenClaw skill that lets the agent recommend hardware-appropriate local models and auto-configure Ollama/vLLM ...

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Prefix Cache, FP8, CPU Offload, Disagg P/D, and Sleep Mode - Reddit

14 hours ago ... ... vllm-optimization-techniques. Upvote 4. Downvote 6 Go to comments. Share ... 14.0 released · r/LocalLLaMA - vLLM v0.14.0 released. github. 169 upvotes · 36 ...

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README.md - Qwen3.5 - GitHub

10 hours ago ... 5 in your own applications. Qwen Code. Qwen Code is an open-source AI agent for the terminal, optimized for Qwen models. It ...

Question: github trending vllm optimization

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GitHub

Supported Models - vLLM

Creating an account on GitHub

rohitg00/awesome-openclaw - GitHub

Get started with GitHub documentation

README.md - Qwen3.5 - GitHub


Good! Now I have all the search results. Let me analyze them and compile the Tech Radar report. I need to:

1. **Extract the most interesting GitHub repos** - Focus on those with real substance, not generic GitHub pages
2. **Find SOTA models and research** - Look for actual model releases and papers
3. **Flag infrastructure optimizations**

Let me identify the key findings:

**GitHub Trending - High Priority:**
1. **ClawWork** (HKUDS/ClawWork) - "$10K earned in 7 hours" - marketing/AI coworker angle
2. **snarktank/antfarm** - Team of specialized AI agents in OpenClaw (19h ago)
3. **sipeed/picoclaw** - Ultra-lightweight AI agent, runs on $10 hardware with <10MB RAM (7h ago) - MAJOR FLAG
4. **GhidrAssistMCP** - MCP extension for Ghidra reverse engineering (19h ago)
5. **awesome-claude-plugins** - Top 100 repositories (3h ago)
6. **IgorGanapolsky/trading** - AI/LLM trading bot for SPY options (6h ago)

**MCP Servers:**
- GhidrAssistMCP for reverse engineering
- InfoWorld article on "Five MCP servers to rule the cloud"
- Reddit post about 30-line MCP server for design workflow

**Marketing Automation:**
- awesome-claude-plugins with marketing skills
- RankDaily automated SEO agent
- "vibe marketing" agent that submitted to 100 AI directories

**Research/SOTA:**
- **MiniMax M2.5** - Opus-level performance at $1/hour (16h ago) - MAJOR FLAG
- **Seed 2.0** by ByteDance - beats GPT-5.2 and Gemini 3 Pro at 1/10 cost (10h ago) - MAJOR FLAG

- **Qwen3.5** - 397B parameter model delivering 8-19x inference efficiency improvements (7-10h ago) - MAJOR FLAG

**Infrastructure:**
- **PicoClaw** - runs on $10 hardware, <10MB RAM
- **llmfit** - hardware-appropriate model recommender with OpenClaw integration (3h ago)
- vLLM optimization guide on Reddit (14h ago)

Now I'll structure this into the required format.

Now let me compile the Tech Radar report and send it:

message

📡 **Tech Radar** — 8:07 PM UTC, Monday Feb 16, 2026

🚨 **BREAKING ALERTS:**

⚡ **Seed 2.0 (ByteDance)** — Matches GPT-5.2 & Gemini 3 Pro at **1/10 the cost** across dozens of benchmarks
[Source](https://www.therundown.ai/p/ais-new-physics-discovery)
**[FLAG: SOTA claim / Cost savings]**

⚡ **MiniMax M2.5** — Opus-level performance at **$1/hour** (vs typical $15-20/hr)
[Source](https://blog.sotaaz.com/post/minimax-m25-en)
**[FLAG: SOTA claim / Cost savings]**

⚡ **Qwen3.5 (397B)** — Native multimodal + **8-19x inference efficiency boost**
[Source](https://medium.com/@ai-engineering-trend/qwen3-5-release-397b-parameter-model-with-native-multimodal-capabilities-and-8-19x-inference-f74076a6d080)
**[FLAG: Infra optimization / Performance boost]**

---

🚀 **RISING REPOS:**

• **sipeed/picoclaw** — Ultra-lightweight AI agent runs on **$10 hardware with <10MB RAM** (99% less memory than alternatives)
  [GitHub](https://github.com/sipeed/picoclaw)
  **[FLAG: Infra optimization / OpenClaw alternative]**

• **snarktank/antfarm** — Build specialized AI agent teams in OpenClaw (planner, developer, etc.)
  [GitHub](https://github.com/snarktank/antfarm)
  **[FLAG: OpenClaw ecosystem]**

• **HKUDS/ClawWork** — "OpenClaw as Your AI Coworker" - claims "$10K earned in 7 Hours"
  [GitHub](https://github.com/HKUDS/ClawWork)
  **[FLAG: Marketing relevant]**

• **AlexsJones/llmfit** — Hardware-appropriate model recommender with **OpenClaw skill integration**. Auto-configures Ollama/vLLM
  [GitHub](https://github.com/AlexsJones/llmfit)
  **[FLAG: OpenClaw ecosystem / Infra optimization]**

• **jtang613/GhidrAssistMCP** — MCP server for Ghidra reverse engineering, enables AI assistants to interact with Ghidra
  [GitHub](https://github.com/jtang613/GhidrAssistMCP)
  **[FLAG: MCP server]**

• **quemsah/awesome-claude-plugins** — Top 100 Claude Code plugins including marketing skills (CRO, copywriting, SEO)
  [GitHub](https://github.com/quemsah/awesome-claude-plugins)
  **[FLAG: Marketing relevant]**

---

📄 **FRESH RESEARCH:**

• **GitHub Agentic Workflows** — GitHub debuts AI agents with strict guardrails to automate repo maintenance
  [ITBrief](https://itbrief.com.au/story/github-unveils-agentic-workflows-for-safer-ai-automation)

• **5 vLLM Optimizations Tested** — Prefix Cache, FP8, CPU Offload, Disagg P/D, Sleep Mode analysis
  [Reddit](https://www.reddit.com/r/LocalLLaMA/comments/1r61so4/we_tested_5_vllm_optimizations_prefix_cache_fp8/)
  **[FLAG: Infra optimization]**

---

⚡ **MARKETING AUTOMATION:**

• **RankDaily** — Automated SEO agent with GitHub integration for continuous optimization
  [Trend Hunter](https://www.trendhunter.com/amp/trends/rankdaily)
  **[FLAG: Marketing relevant]**

• **Vibe Marketing Agent** — Submitted product to 100 AI directories automatically
  [Reddit](https://www.reddit.com/r/MarketingAutomation/comments/1r67414/i_made_a_vibe_marketing_agent_that_submitted_my/)
  **[FLAG: Marketing relevant]**

---

🌍 **ECOSYSTEM NEWS:**

• **OpenClaw Founder → OpenAI** — Peter Steinberger joined OpenAI, OpenClaw becoming foundation (22h ago)
  [Reuters](https://www.reuters.com/business/openclaw-founder-steinberger-joins-openai-open-source-bot-becomes-foundation-2026-02-15/)

---

**Summary:** Major cost/efficiency breakthroughs today. Seed 2.0 & MiniMax M2.5 offer SOTA performance at 10% cost. Qwen3.5 has 8-19x inference speedup. PicoClaw proves agents can run on ultra-low-resource hardware. OpenClaw ecosystem growing rapidly with antfarm, llmfit, and marketing automation tools.


Good! Message sent. Now I need to append all the URLs to memory/2026-02-16.md (since today is Feb 16) with the appropriate tags. Let me create/append to the memory file.

write

# 2026-02-16 - Tech Radar Hourly Scan (8:07 PM UTC)

## SOTA Models & Cost Breakthroughs #sota-model

- **Seed 2.0 (ByteDance)** — Matches GPT-5.2 & Gemini 3 Pro at 1/10 cost
  https://www.therundown.ai/p/ais-new-physics-discovery

- **MiniMax M2.5** — Opus-level performance at $1/hour
  https://blog.sotaaz.com/post/minimax-m25-en

- **Qwen3.5 (397B)** — 8-19x inference efficiency boost
  https://medium.com/@ai-engineering-trend/qwen3-5-release-397b-parameter-model-with-native-multimodal-capabilities-and-8-19x-inference-f74076a6d080
  https://github.com/QwenLM/Qwen3.5

## OpenClaw Ecosystem #openclaw-ecosystem

- **sipeed/picoclaw** — Ultra-lightweight AI agent, runs on $10 hardware with <10MB RAM
  https://github.com/sipeed/picoclaw

- **snarktank/antfarm** — Build agent teams in OpenClaw
  https://github.com/snarktank/antfarm

- **AlexsJones/llmfit** — Hardware-appropriate model recommender with OpenClaw skill
  https://github.com/AlexsJones/llmfit

- **awesome-openclaw** — Comprehensive resource list
  https://github.com/rohitg00/awesome-openclaw

- **OpenClaw Founder → OpenAI** — Peter Steinberger joined OpenAI
  https://www.reuters.com/business/openclaw-founder-steinberger-joins-openai-open-source-bot-becomes-foundation-2026-02-15/

## Marketing Automation #marketing-relevant

- **HKUDS/ClawWork** — "OpenClaw as Your AI Coworker" ($10K in 7 hours claim)
  https://github.com/HKUDS/ClawWork

- **awesome-claude-plugins** — Top 100 plugins including marketing skills
  https://github.com/quemsah/awesome-claude-plugins

- **RankDaily** — Automated SEO agent with GitHub integration
  https://www.trendhunter.com/amp/trends/rankdaily

- **Vibe Marketing Agent** — Auto-submitted to 100 AI directories
  https://www.reddit.com/r/MarketingAutomation/comments/1r67414/i_made_a_vibe_marketing_agent_that_submitted_my/
  https://github.com/man0l/ai-directories

- **HasData/python-for-seo** — Professional SEO research toolkit
  https://github.com/HasData/python-for-seo

## Infrastructure & Optimization #infra-optimization

- **5 vLLM Optimizations Tested** — Prefix Cache, FP8, CPU Offload, etc.
  https://www.reddit.com/r/LocalLLaMA/comments/1r61so4/we_tested_5_vllm_optimizations_prefix_cache_fp8/

- **rednote-hilab/dots.ocr** — Multilingual document layout parsing with Docker support
  https://github.com/rednote-hilab/dots.ocr

- **Ollama Complete Guide** — Local LLM deployment guide
  https://dev.to/ajitkumar/the-complete-guide-to-ollama-run-large-language-models-locally-2mge

## MCP Servers #openclaw-ecosystem

- **jtang613/GhidrAssistMCP** — MCP extension for Ghidra reverse engineering
  https://github.com/jtang613/GhidrAssistMCP

- **Five MCP Servers to Rule the Cloud** — InfoWorld analysis
  https://www.infoworld.com/article/4129024/five-mcp-servers-to-rule-the-cloud.html

- **30-line MCP server for design workflow** — Reddit discussion
  https://www.reddit.com/r/ClaudeCode/comments/1r6c1er/built_a_30line_mcp_server_that_changed_my_entire/
  https://github.com/halilc4/tabbyspaces

## Research & Papers

- **GitHub Agentic Workflows** — Safer AI automation for repos
  https://itbrief.com.au/story/github-unveils-agentic-workflows-for-safer-ai-automation

- **arXiv Multiagent Systems** — Recent submissions
  https://arxiv.org/list/cs.MA/recent

- **Import AI 445** — Timing superintelligence; frontier math proofs
  https://importai.substack.com/p/import-ai-445-timing-superintelligence

## Miscellaneous

- **IgorGanapolsky/trading** — Production AI/LLM trading bot for SPY options
  https://github.com/IgorGanapolsky/trading

- **mehd-io/duckdb-extension-radar** — DuckDB extensions for AI inference in SQL
  https://github.com/mehd-io/duckdb-extension-radar

---

## Key Takeaways

**URGENT FLAGS:**
1. **Cost Optimization:** Seed 2.0 & MiniMax M2.5 offer 90% cost reduction vs current SOTA models
2. **Inference Speed:** Qwen3.5 delivers 8-19x performance boost
3. **Resource Efficiency:** PicoClaw proves agents can run on $10 hardware with <10MB RAM
4. **OpenClaw Growth:** Ecosystem expanding rapidly with antfarm, llmfit, marketing tools
5. **Marketing Automation:** Multiple new tools for SEO, content generation, directory submissions

**Action Items:**
- Evaluate Seed 2.0 & MiniMax M2.5 for Fred's model roster
- Test llmfit for hardware-appropriate model recommendations
- Monitor PicoClaw for ultra-low-resource deployment patterns
- Review awesome-claude-plugins marketing skills for Canna/Maya agents


Successfully wrote 4464 bytes to memory/2026-02-16.md


Perfect! I've:1. Sent the Tech Radar report to Chad via Telegram
2. Saved all URLs and context to memory/2026-02-16.md with appropriate tags

The report covered:
- **BREAKING:** 3 major SOTA model releases with massive cost/performance improvements
- **GitHub Trending:** 6 significant repos including OpenClaw ecosystem tools
- **Marketing Automation:** 4 relevant tools
- **Infrastructure:** vLLM optimizations and efficiency improvements
- **MCP Servers:** 3 new/notable servers

I flagged the most critical items:
- Seed 2.0: 90% cost reduction
- MiniMax M2.5: $1/hour for Opus-level performance
- Qwen3.5: 8-19x inference speedup
- PicoClaw: $10 hardware, <10MB RAM
- llmfit: OpenClaw ecosystem tool

All saved to memory for future reference. Job complete!