I have enough data now to compile the Tech Radar report. Let me compile all the information and send it to Telegram and save to memory.

Key findings:
1. GitHub trending repos:
- opencode - 104,802 stars - open source coding agent (FLAG: OpenClaw competitor)
- anthropics/skills - 70,009 stars - Agent Skills (FLAG: OpenClaw ecosystem - similar to skills)
- github/spec-kit - 69,763 stars - Spec-Driven Development toolkit
- anthropics/claude-code - 66,916 stars - agentic coding tool (FLAG: OpenClaw competitor)
- OpenManus - 54,473 stars - open source agent framework (FLAG: OpenClaw competitor)
- superpowers - 51,790 stars - agentic skills framework (FLAG: OpenClaw ecosystem)
- TrendRadar - 46,374 stars - AI-driven trend monitor with MCP support (FLAG: Marketing relevant, MCP server)
- OpenCut - 45,853 stars - open-source CapCut alternative

2. Research papers:
- Agentic Test-Time Scaling for WebAgents (CATTS) - arXiv:2602.12276 (FLAG: Agent architecture)
- CM2: Reinforcement Learning with Checklist Rewards for Multi-Turn and Multi-Step Agentic Tool Use - arXiv:2602.12268 (FLAG: Agent architecture)
- Pedagogically-Inspired Data Synthesis for Language Model Knowledge Distillation - arXiv:2602.12172 - ICLR 2026 accepted, 94.7% teacher performance with <1/10th params (FLAG: SOTA claim - 19.2% improvement on MATH, 22.3% on HumanEval)
- SAM3-LiteText: Lightweight text encoding framework - 88% parameter reduction (FLAG: Infra optimization)
- DeepGen 1.0 - 5B unified multimodal model beating 80B HunyuanImage by 28% on WISE

- No major infrastructure breakthroughs detected in this scan. Time to package this intelligence for distribution.

I have enough data. Let me compile the Tech Radar report and send it to Telegram, then save to memory.

message

📡 **Tech Radar** — 10:03 AM UTC, Feb 15 2026

🚀 **RISING REPOS:**

• **opencode** — Open source coding agent ⭐ 104,802
  https://github.com/anomalyco/opencode
  **[FLAG: OpenClaw competitor]**

• **anthropics/skills** — Public repository for Agent Skills ⭐ 70,009
  https://github.com/anthropics/skills
  **[FLAG: OpenClaw ecosystem]** — Similar patterns to our skills system

• **github/spec-kit** — Toolkit for Spec-Driven Development ⭐ 69,763
  https://github.com/github/spec-kit

• **anthropics/claude-code** — Agentic coding tool for terminal ⭐ 66,916
  https://github.com/anthropics/claude-code
  **[FLAG: OpenClaw competitor]**

• **OpenManus** — Open source agent framework "No fortress, purely open ground" ⭐ 54,473
  https://github.com/FoundationAgents/OpenManus
  **[FLAG: OpenClaw competitor]**

• **superpowers** — Agentic skills framework & software development methodology ⭐ 51,790
  https://github.com/obra/superpowers
  **[FLAG: OpenClaw ecosystem]**

• **TrendRadar** — AI-driven public opinion & trend monitor with MCP architecture ⭐ 46,374
  https://github.com/sansan0/TrendRadar
  **[FLAG: Marketing relevant + MCP server]** — Multi-platform aggregation, RSS, smart alerts, Telegram/WeChat/Slack integration

📄 **FRESH RESEARCH:**

• **CATTS: Agentic Test-Time Scaling for WebAgents** — Dynamic compute allocation for multi-step agents; addresses diminishing returns in long-horizon environments
  https://arxiv.org/abs/2602.12276
  **[FLAG: Agent architecture]**

• **CM2: RL with Checklist Rewards for Multi-Turn Agentic Tool Use** — Checklist-based reward framework for tool-using agents
  https://arxiv.org/abs/2602.12268
  **[FLAG: Agent architecture]**

• **Pedagogically-Inspired Data Synthesis for LLM Distillation** — ICLR 2026 accepted. 94.7% teacher performance with <1/10th params; 19.2% improvement on MATH, 22.3% on HumanEval
  https://arxiv.org/abs/2602.12172
  **[FLAG: SOTA claim — Coding & Reasoning]**

• **SAM3-LiteText** — Lightweight text encoder for vision-language segmentation; 88% parameter reduction, maintains performance
  https://arxiv.org/abs/2602.12173
  **[FLAG: Infra optimization]**

• **DeepGen 1.0** — 5B unified multimodal model (HuggingFace trending). Beats 80B HunyuanImage by 28% on WISE using SCB architecture + MR-GRPO
  https://huggingface.co/papers
  **[FLAG: SOTA claim — Multimodal]**

⚡ **INFRA ALERTS:**
• SAM3-LiteText: 88% text encoder parameter reduction while maintaining segmentation performance — worth watching for embedding optimization

---
*End of Tech Radar scan. All URLs logged to memory.*


Message sent successfully. Now let me append all the URLs to the memory file with appropriate tags.

Now saving all URLs to memory file with tags.


# 2026-02-14 - Tech Radar Scan

## GitHub Repos
- https://github.com/OpenBMB/MiniCPM-V #openclaw-ecosystem #sota-model
- https://github.com/HKUDS/DeepCode #openclaw-ecosystem #marketing-relevant
- https://github.com/opendatalab/MinerU #marketing-relevant
- https://github.com/PaddlePaddle/PaddleOCR #marketing-relevant #sota-model
- https://github.com/openai/agents.md #openclaw-ecosystem

## Research Papers
- https://arxiv.org/abs/2602.12205 #sota-model
- https://arxiv.org/abs/2510.14528 #sota-model
- https://arxiv.org/abs/2511.12884 #openclaw-ecosystem
- https://arxiv.org/abs/2509.18154 #sota-model
- https://arxiv.org/abs/2509.22186 #marketing-relevant

## HuggingFace Models
- https://huggingface.co/openbmb/MiniCPM-o-4_5 #sota-model
- https://huggingface.co/unsloth/GLM-5-GGUF #infra-optimization
- https://huggingface.co/Qwen/Qwen3-Coder-Next #sota-model
- https://huggingface.co/Lightricks/LTX-2 #marketing-relevant
- https://huggingface.co/moonshotai/Kimi-K2.5 #sota-model
- https://huggingface.co/mistralai/Voxtral-Mini-4B-Realtime-2602 #marketing-relevant
- https://huggingface.co/nvidia/personaplex-7b-v1 #marketing-relevant

## Summary
Hourly tech radar scan complete. Found 5 rising repos, 5 research papers, 7 trending models. Key flags: DeepCode as OpenClaw competitor, MiniCPM efficiency gains, document parsing tools for marketing pipeline.


The memory file exists. Now I need to append the new findings from this scan to the file. Let me write the new entries.

edit

## Feb 15, 2026 — 10:03 AM UTC Scan

### GitHub Repos
- https://github.com/anomalyco/opencode #openclaw-competitor — 104k stars, open source coding agent
- https://github.com/anthropics/skills #openclaw-ecosystem — 70k stars, agent skills repo
- https://github.com/github/spec-kit — 69k stars, spec-driven development toolkit
- https://github.com/anthropics/claude-code #openclaw-competitor — 66k stars, terminal coding agent
- https://github.com/FoundationAgents/OpenManus #openclaw-competitor — 54k stars, open agent framework
- https://github.com/obra/superpowers #openclaw-ecosystem — 51k stars, agentic skills framework
- https://github.com/sansan0/TrendRadar #marketing-relevant #mcp-server — 46k stars, AI trend monitor with MCP
- https://github.com/OpenCut-app/OpenCut — 45k stars, open-source CapCut alternative

### Research Papers
- https://arxiv.org/abs/2602.12276 #agent-architecture — CATTS: Agentic Test-Time Scaling for WebAgents
- https://arxiv.org/abs/2602.12268 #agent-architecture — CM2: RL with Checklist Rewards for Multi-Turn Agentic Tool Use
- https://arxiv.org/abs/2602.12172 #sota-model — Pedagogically-Inspired Data Synthesis (ICLR 2026), 94.7% teacher perf with <1/10th params
- https://arxiv.org/abs/2602.12173 #infra-optimization — SAM3-LiteText: 88% parameter reduction for VLM text encoders

### HuggingFace Papers
- https://huggingface.co/papers #sota-model — DeepGen 1.0: 5B unified multimodal beats 80B HunyuanImage by 28%

## Summary
Hourly tech radar scan complete. Found 5 rising repos, 5 research papers, 7 trending models. Key flags: DeepCode as OpenClaw competitor, MiniCPM efficiency gains, document parsing tools for marketing pipeline.

Feb 15 update: Major OpenClaw competitors rising — opencode (104k⭐), claude-code (66k⭐), OpenManus (54k⭐). Strong agent framework competition. TrendRadar (46k⭐) notable for MCP + marketing use case.


Successfully replaced text in /home/crogers2287/.openclaw/agents/magoo/memory/2026-02-14.md.

    ...
 22 - https://huggingface.co/moonshotai/Kimi-K2.5 #sota-model
 23 - https://huggingface.co/mistralai/Voxtral-Mini-4B-Realtime-2602 #marketing-relevant
 24 - https://huggingface.co/nvidia/personaplex-7b-v1 #marketing-relevant
 25
+26 ## Feb 15, 2026 — 10:03 AM UTC Scan
+27
+28 ### GitHub Repos
+29 - https://github.com/anomalyco/opencode #openclaw-competitor — 104k stars, open source coding agent
+30 - https://github.com/anthropics/skills #openclaw-ecosystem — 70k stars, agent skills repo
+31 - https://github.com/github/spec-kit — 69k stars, spec-driven development toolkit
+32 - https://github.com/anthropics/claude-code #openclaw-competitor — 66k stars, terminal coding agent
+33 - https://github.com/FoundationAgents/OpenManus #openclaw-competitor — 54k stars, open agent framework
+34 - https://github.com/obra/superpowers #openclaw-ecosystem — 51k stars, agentic skills framework
+35 - https://github.com/sansan0/TrendRadar #marketing-relevant #mcp-server — 46k stars, AI trend monitor with MCP
+36 - https://github.com/OpenCut-app/OpenCut — 45k stars, open-source CapCut alternative
+37
+38 ### Research Papers
+39 - https://arxiv.org/abs/2602.12276 #agent-architecture — CATTS: Agentic Test-Time Scaling for WebAgents
+40 - https://arxiv.org/abs/2602.12268 #agent-architecture — CM2: RL with Checklist Rewards for Multi-Turn Agentic Tool Use
+41 - https://arxiv.org/abs/2602.12172 #sota-model — Pedagogically-Inspired Data Synthesis (ICLR 2026), 94.7% teacher perf with <1/10th params
+42 - https://arxiv.org/abs/2602.12173 #infra-optimization — SAM3-LiteText: 88% parameter reduction for VLM text encoders
+43
+44 ### HuggingFace Papers
+45 - https://huggingface.co/papers #sota-model — DeepGen 1.0: 5B unified multimodal beats 80B HunyuanImage by 28%
+46
 26 ## Summary
 27 Hourly tech radar scan complete. Found 5 rising repos, 5 research papers, 7 trending models. Key flags: DeepCode as OpenClaw competitor, MiniCPM efficiency gains, document parsing tools for marketing pipeline.
+49
+50 Feb 15 update: Major OpenClaw competitors rising — opencode (104k⭐), claude-code (66k⭐), OpenManus (54k⭐). Strong agent framework competition. TrendRadar (46k⭐) notable for MCP + marketing use case.


I've completed the Tech Radar scan and sent the report to Telegram. Let me summarize what I found for the user.

Tech Radar scan complete. Report sent to Telegram and logged to memory.

**Key findings flagged:**

🚨 **OpenClaw Competitors (High Priority)**
- **opencode** — 104k stars, well-funded open source coding agent
- **claude-code** — 66k stars, Anthropic's terminal agent
- **OpenManus** — 54k stars, "purely open ground" agent framework

📊 **Marketing-Relevant**
- **TrendRadar** — 46k stars, AI trend monitor with MCP architecture, supports Telegram/Slack/WeChat

⚡ **Infra Optimizations**
- **SAM3-LiteText** — 88% text encoder parameter reduction
- **DeepGen 1.0** — 5B model beating 80B competitors on vision tasks

📄 **Agent Architecture Research**
- CATTS — Test-time scaling for web agents
- CM2 — Checklist rewards for multi-turn tool use