Wes Roth (@WesRoth)

Firecrawl이 새 Firecrawl CLI를 출시했습니다. 이 툴킷은 Claude Code, Codex, OpenCode 등 AI 에이전트들이 웹 데이터를 고품질로 활용할 수 있도록 웹페이지를 원시 HTML 대신 LLM 친화적 Markdown 등으로 변환해 제공하는 것을 목표로 합니다. 에이전트용 웹 데이터 파이프라인 개선을 겨냥한 실무용 도구입니다.

https://x.com/WesRoth/status/2032018760601911367

#firecrawl #cli #webdata #agents

Lovable Connectors: ElevenLabs, Perplexity, and Firecrawl

https://signaldigital.net/2025/12/24/lovable-connectors-elevenlabs-perplexity-and-firecrawl/

#lovable #elevenlabs #perplexity #firecrawl #signaldigital

🔍 #OpenScouts: Create #AI scouts that continuously search the web and notify you when they find what you're looking for #opensource #NextJS #React #TypeScript #Supabase #OpenAI #Firecrawl

⚡ Built with cutting-edge tech stack: #NextJS 16 with App Router & Turbopack, #React 19, #TypeScript, #TailwindCSS v4, #Supabase for database, auth & edge functions, #pgvector for vector embeddings and semantic search, #OpenAI API for AI agent & embeddings, and Resend for email notifications

🧵 👇

Making the most out of a small LLM

Yesterday i finally built my own #AI #server. I had a spare #Nvidia RTX 2070 with 8GB of #VRAM laying around and wanted to do this for a long time.

The problem is that most #LLMs need a lot of VRAM and i don't want to buy another #GPU just to host my own AI. Then i came across #gemma3 and #qwen3. Both of these are amazing #quantized models with stunning reasoning given that they need so less resources.

I chose huihui_ai/qwen3-abliterated:14b since it supports #deepthinking, #toolcalling and is pretty unrestricted. After some testing i noticed that the 8b model performs even better than the 14b variant with drastically better performance. I can't make out any quality loss there to be honest. The 14b model sneaked in chinese characters into the response very often. The 8b model on the other hand doesn't.

Now i've got a very fast model with amazing reasoning (even in German) and tool calling support. The only thing left to improve is knowledge. #Firecrawl is a great tool for #webscraping and as soon as i implemented websearching, the setup was complete. At least i thought it was.

I want to make the most out of this LLM and therefore my next step is to implement a basic #webserver that exposes the same #API #endpoints as #ollama so that everywhere ollama is supported, i can point it to my python script instead. This way it feels like the model is way more capable than it actually is. I can use these advanced features everywhere without being bound to it's actual knowledge.

To improve this setup even more i will likely switch to a #mixture_of_experts architecture soon. This project is a lot of fun and i can't wait to integrate it into my homelab.

#homelab #selfhosting #privacy #ai #llm #largelanguagemodels #coding #developement

How come all these AI companies have founders that look like this? White, young, (generally male), and totally have not ONE CARE for what this technology is doing to others! ps: I'm surprised one of them doesn't have a man-bun!

#AI #Firecrawl

https://techcrunch.com/2025/08/19/ai-crawler-firecrawl-raises-14-5m-is-still-looking-to-hire-agents-as-employees/?utm_source=flipboard&utm_medium=activitypub