Guides and real-world cases of artificial intelligence, written by people who build with AI agents every day. If we haven’t tested something, we say so.https://aiuniverse.blog/enhttps://aiuniverse.blog/en/local-ai-coding-vs-claude/https://aiuniverse.blog/en/local-ai-coding-vs-claude/Qwen3.6, Devstral, gpt-oss and Muse vs Claude for coding: SWE-bench results, the hardware you need, and the math in euros for local versus the API.Sat, 17 Oct 2026 00:00:00 GMTLocal AI and privacyLocal AICodingClaudeQwen3.6gpt-ossCosthttps://aiuniverse.blog/en/local-ai-vps-no-gpu/https://aiuniverse.blog/en/local-ai-vps-no-gpu/We tested six models (Qwen3.5, Gemma 4, Ministral 3, Llama 3.2) with llama.cpp on a 3-vCPU VPS with no GPU: real speed, quality and what they're good for.Sat, 17 Oct 2026 00:00:00 GMTLocal AI and privacyLocal AIllama.cppVPSNo GPUQwen3.5Gemma 4https://aiuniverse.blog/en/best-local-ai-models-hardware/https://aiuniverse.blog/en/best-local-ai-models-hardware/Which local AI model to pick for your RAM, GPU or Mac: Qwen3.5 and 3.6, Gemma 4, gpt-oss, Mistral and Muse, with memory needs, speed and license.Sat, 17 Oct 2026 00:00:00 GMTLocal AI and privacyLocal AIOpen modelsQwen3.5Gemma 4gpt-ossHardwarehttps://aiuniverse.blog/en/ollama-vs-llama-cpp-vs-lm-studio/https://aiuniverse.blog/en/ollama-vs-llama-cpp-vs-lm-studio/We compare Ollama, llama.cpp, and LM Studio, plus when to move to vLLM or Open WebUI: setup, API, licenses, performance, and what to pick for your use case.Sat, 17 Oct 2026 00:00:00 GMTLocal AI and privacylocal AIOllamallama.cppLM StudiovLLMOpen WebUIhttps://aiuniverse.blog/en/ai-agents-real-examples/https://aiuniverse.blog/en/ai-agents-real-examples/Nine AI agents we use daily at GamzyHost: what they do, what they decide on their own, what they ask us, and which one you should build first.Fri, 16 Oct 2026 00:00:00 GMTAI for your businessAI agentsClaude CodeSkillsMCPReal-world casesBusinesseshttps://aiuniverse.blog/en/claude-code-guide/https://aiuniverse.blog/en/claude-code-guide/Install Claude Code on Windows, Mac or Linux, run your first session and set up a serious workflow with permissions, CLAUDE.md, skills and subagents.Fri, 16 Oct 2026 00:00:00 GMTCoding with AIClaude CodeagentsCLAUDE.mdMCPskillssubagentstutorialhttps://aiuniverse.blog/en/claude-md-guide-templates/https://aiuniverse.blog/en/claude-md-guide-templates/What to put in your CLAUDE.md, what to leave out, and how Claude Code loads it, with excerpts from the ones we use daily and two templates ready to copy.Fri, 16 Oct 2026 00:00:00 GMTCoding with AIClaude CodeCLAUDE.mdMemoryTemplatesBest practiceshttps://aiuniverse.blog/en/claude-pricing-plans-limits/https://aiuniverse.blog/en/claude-pricing-plans-limits/What Claude costs today: Free, Pro, Max, Team, Enterprise, and API, how the usage limits work, and which plan to pick based on how you'll use it.Fri, 16 Oct 2026 00:00:00 GMTAI assistantsClaudePricingClaude CodeClaude APIAnthropichttps://aiuniverse.blog/en/what-is-mcp/https://aiuniverse.blog/en/what-is-mcp/Learn what MCP is, how host, client and server fit together, how to add a server to Claude Code and which risks to watch, using our real servers.Fri, 16 Oct 2026 00:00:00 GMTAI agents and MCPMCPModel Context ProtocolClaude CodeAgentsSecurityhttps://aiuniverse.blog/en/claude-skills-create-your-own/https://aiuniverse.blog/en/claude-skills-create-your-own/Build a Claude skill that triggers when it should: the full SKILL.md, how to write the description, and what we learned from 49 skills in production.Fri, 16 Oct 2026 00:00:00 GMTAI agents and MCPClaude CodeAgent SkillsSKILL.mdAI agentsJarvis