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# Tech Radar Scan — 2026-02-14 13:07 UTC

## 🚀 Rising Repos (GitHub Trending)

- **microsoft/agent-lightning** — Train ANY AI agent with RL, zero code changes. Works with LangChain, OpenAI Agent SDK, AutoGen, CrewAI. MIT License.
  - https://github.com/microsoft/agent-lightning
  - #openclaw-ecosystem #marketing-relevant

- **awslabs/agent-squad** (prev Multi-Agent Orchestrator) — Flexible framework for managing multiple AI agents. New SupervisorAgent for team coordination. Python + TypeScript.
  - https://github.com/awslabs/agent-squad
  - #openclaw-ecosystem

- **HKUDS/DeepCode** — Open agentic coding platform. Beats Cursor/Claude Code on PaperBench. 14.4K stars. Surpasses PhD-level human experts.
  - https://github.com/HKUDS/DeepCode
  - #openclaw-ecosystem #sota-model

- **Zipstack/unstract** — No-code LLM Platform for APIs and ETL pipelines to structure unstructured documents.
  - https://github.com/Zipstack/unstract
  - #marketing-relevant

- **GetStream/Vision-Agents** — Open Vision Agents by Stream. Build vision agents quickly with any model/video provider. Uses edge network for low latency.
  - https://github.com/GetStream/Vision-Agents
  - #marketing-relevant

- **ruvnet/wifi-densepose** — WiFi-based dense human pose estimation through walls using commodity mesh routers. 6K stars.
  - https://github.com/ruvnet/wifi-densepose

- **karpathy/nanochat** — "The best ChatGPT that $100 can buy" — from Andrej Karpathy
  - https://github.com/karpathy/nanochat

- **HKUDS/RAG-Anything** — All-in-One RAG Framework
  - https://github.com/HKUDS/RAG-Anything
  - #openclaw-ecosystem

## 📄 Fresh Research (arXiv/Hugging Face)

- **DeepGen 1.0** (arXiv:2602.12205) — 5B unified multimodal model beats 80B HunyuanImage by 28% on WISE. Stacked Channel Bridging + think tokens.
  - https://arxiv.org/abs/2602.12205
  - #sota-model

- **HeartMuLa** (arXiv:2601.10547) — First open-source Suno-level music generation. 7B params, 3.5K stars. Music codec + LLM for controllable generation.
  - https://arxiv.org/abs/2601.10547
  - https://github.com/HeartMuLa/heartlib
  - #sota-model

- **MiniCPM-V 4.5** — 8B MLLM surpasses GPT-4o-latest and Qwen2.5-VL 72B. 46.7% GPU memory, 8.7% inference time of Qwen2.5-VL 7B.
  - https://arxiv.org/abs/2509.18154
  - #sota-model #infra-optimization

- **PaddleOCR-VL** — SOTA 0.9B document parsing VLM. Beats top-tier VLMs. 109 languages.
  - https://arxiv.org/abs/2510.14528
  - #sota-model

- **DeepCode paper** (arXiv:2512.07921) — Open agentic coding. Outperforms commercial agents on PaperBench.
  - https://arxiv.org/abs/2512.07921
  - #openclaw-ecosystem

- **Agent READMEs** (arXiv:2511.12884) — Empirical study of 2,303 agent context files. 17K stars on openai/agents.md.
  - https://arxiv.org/abs/2511.12884
  - #openclaw-ecosystem

## 🚨 GitHub Product Launches

- **GitHub Agentic Workflows** (Feb 13) — AI agents in GitHub Actions. Markdown instead of YAML. Supports Claude Code, OpenAI Codex, Copilot.
  - https://github.blog/changelog/2026-02-13-github-agentic-workflows-are-now-in-technical-preview/
  - #openclaw-ecosystem

- **GitHub MCP Registry** — New Model Context Protocol registry for integrating external tools.
  - https://github.com/mcp
  - #openclaw-ecosystem

## 🤖 Trending Models (Hugging Face)

- **zai-org/GLM-5** — 753B params, 66K downloads, 1K likes. GLM-5 series flagship.
  - https://huggingface.co/zai-org/GLM-5

- **MiniMaxAI/MiniMax-M2.5** — 228B params, 467 likes. New release Feb 14.
  - https://huggingface.co/MiniMaxAI/MiniMax-M2.5

- **moonshotai/Kimi-K2.5** — 170B params, 725K downloads, 2.1K likes. Vision + text.
  - https://huggingface.co/moonshotai/Kimi-K2.5

- **Qwen/Qwen3-Coder-Next** — Coding model, 249K downloads. Together + Novita inference.
  - https://huggingface.co/Qwen/Qwen3-Coder-Next

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📡 **Tech Radar** — 1:07 PM UTC, Feb 14 2026

🚀 **RISING REPOS:**

• **microsoft/agent-lightning** — Train ANY AI agent with RL, zero code changes. Works with LangChain, OpenAI Agent SDK, CrewAI, etc.
  [Source](<https://github.com/microsoft/agent-lightning>)
  **🚩 FLAG: OpenClaw ecosystem — RL training for agents**

• **awslabs/agent-squad** — Flexible multi-agent orchestration framework. New SupervisorAgent for team coordination. Python + TS.
  [Source](<https://github.com/awslabs/agent-squad>)
  **🚩 FLAG: OpenClaw competitor/alternative**

• **HKUDS/DeepCode** — Open agentic coding that beats Cursor/Claude Code on PaperBench. 14.4K stars. Surpasses PhD-level human experts.
  [Source](<https://github.com/HKUDS/DeepCode>)
  **🚩 FLAG: SOTA agentic coding / OpenClaw ecosystem**

• **Zipstack/unstract** — No-code LLM Platform for APIs and ETL pipelines to structure unstructured documents.
  [Source](<https://github.com/Zipstack/unstract>)

• **GetStream/Vision-Agents** — Build vision agents quickly with any model/video provider. Edge network for low latency.
  [Source](<https://github.com/GetStream/Vision-Agents>)

• **karpathy/nanochat** — "The best ChatGPT that $100 can buy"
  [Source](<https://github.com/karpathy/nanochat>)

📄 **FRESH RESEARCH:**

• **DeepGen 1.0** — 5B unified multimodal model beats 80B HunyuanImage by 28% on WISE. Stacked Channel Bridging + "think tokens".
  [arXiv](<https://arxiv.org/abs/2602.12205>)
  **🚩 FLAG: SOTA — small model beating giants**

• **HeartMuLa** — First open-source Suno-level music generation system. 7B params, reproduces commercial-grade audio.
  [arXiv](<https://arxiv.org/abs/2601.10547>)
  **🚩 FLAG: SOTA music generation**

• **MiniCPM-V 4.5** — 8B MLLM beats GPT-4o-latest & Qwen2.5-VL 72B. Uses only 46.7% GPU memory, 8.7% inference time.
  [arXiv](<https://arxiv.org/abs/2509.18154>)
  **🚩 FLAG: SOTA efficiency + performance**

• **PaddleOCR-VL** — 0.9B SOTA document parsing VLM. 109 languages. Outperforms top-tier VLMs.
  [arXiv](<https://arxiv.org/abs/2510.14528>)
  **🚩 FLAG: SOTA document understanding**

🚨 **MAJOR LAUNCHES:**

• **GitHub Agentic Workflows** — AI agents in GitHub Actions (tech preview Feb 13). Markdown workflows, supports Claude Code/OpenAI Codex.
  [Source](<https://github.blog/changelog/2026-02-13-github-agentic-workflows-are-now-in-technical-preview/>)
  **🚩 FLAG: OpenClaw competitor — CI/CD agent integration**

• **GitHub MCP Registry** — New Model Context Protocol registry for AI tool integration.
  [Source](<https://github.com/mcp>)
  **🚩 FLAG: MCP ecosystem expansion**

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The Tech Radar scan is complete and the message has been sent. Let me provide a summary to the user.

**Tech Radar scan complete.** Report delivered to Skinny via Telegram.

**Key findings this hour:**

**🚩 IMMEDIATE FLAGS:**
- **microsoft/agent-lightning** — Microsoft's RL trainer for any agent framework. Drop-in optimization with "zero code changes." Directly relevant to OpenClaw's agent infrastructure.
- **HKUDS/DeepCode** — Open agentic coding framework beating Cursor/Claude Code. 14.4K stars, PhD-level reproduction quality.
- **GitHub Agentic Workflows** — Just launched (Feb 13). Brings Claude Code/OpenAI Codex into GitHub Actions. CI/CD-native agents = competitive pressure for OpenClaw.

**📈 TRENDING:**
- Multi-agent orchestration heating up (AWS Agent Squad, HKUDS RAG-Anything)
- Small models punching above weight class (MiniCPM-V 4.5 beats GPT-4o with 8B params, DeepGen 1.0 beats 80B models with 5B)
- Document parsing SOTA from PaddleOCR-VL (0.9B, 109 languages)

All URLs saved to `memory/2026-02-14.md` with tags for filtering.