Give Local LLMs Web Access with SearXNG, Firecrawl & Camofox
Make local LLMs more useful by adding web access: SearXNG for search, Firecrawl for scraping, and Camofox for JS-heavy sites. Search→Extract→Interact.
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Make local LLMs more useful by adding web access: SearXNG for search, Firecrawl for scraping, and Camofox for JS-heavy sites. Search→Extract→Interact.
Ponytail helps AI agents avoid overengineering by reusing standard libraries and native features first—cutting code 80–94%, costs 47–77%, and speeding up 3–6×.
SkillSpector by NVIDIA is an open-source tool to find vulnerabilities in agent skills, including prompt injection, data leaks, unsafe code, and dependencies.
Transform code, docs, or knowledge bases into a searchable, queryable knowledge graph with multi-agent analysis and an interactive web panel.
Harness-1 is a 20B-parameter search agent that offloads search state to an external harness, enabling strong long-task performance and better transfer to new benchmarks.
Nous Research released a complete guide to creating Hermes plugins. Copy the page into your agent and prompt: “I want to build a plugin for [x]”.
Download a free Agentic AI textbook covering planning, memory, tool use, decision-making, and multi-step execution—how agents differ from LLMs.
NVIDIA unveils Nemotron 3 Ultra, a 550B hybrid Mamba+Transformer MoE with open weights, faster inference, lower cost, and long-horizon agent planning.
Microsoft introduced Scout, its first Autopilot AI agent that runs in the background to move tasks forward across Teams, Outlook, OneDrive and more.
Microsoft released an official OpenClaw client with permissions, tray control, and secure containerized launch using Microsoft Execution Containers (MXC).