Claude Code Default Model: How to Change, Switch, and Choose the Right One
Claude Code's default model is Sonnet. Learn how to change it with /model, --model, or env vars, and when to use Opus, Haiku, or open-weight alternatives.
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OpenAI Codex vs Claude Code: Which CLI Coding Agent Should You Use?
Compare Codex CLI vs Claude Code on model flexibility, open-source access, multi-surface support, and production use. Find which coding agent fits your workflow.
Scaling Kimi Inference with DSpark Speculative Decoding in vLLM
See how DSpark improves Kimi-K2.6 and Kimi-K2.7-Code throughput as the speculative window scales from n=3 to n=7 in vLLM.
Qwen Image Text-to-Image Quick Start for Generating Images from Prompts
Generate images from text using the Qwen Image txt2img API on Novita AI. Includes endpoint, parameters, Python and cURL examples, and async polling workflow.
Best AI Agent Sandboxes in 2026
Best AI agent sandbox in 2026: Novita Agent Sandbox leads with Firecracker microVM, BYOC in AWS/GCP VPC, and no subscription fee. Compare E2B, Daytona, Modal, and Vercel Sandbox.
Claude MCP Add Command: How to Install MCP Servers in Claude Code
How to use claude mcp add to connect MCP servers to Claude Code. Covers stdio and HTTP transports, local/project/user scope, .mcp.json team sharing, and Windows setup.
Claude Sonnet vs Opus: Which Model Should You Use?
Claude Sonnet 4.6 vs Opus 4.7: compare pricing, coding performance, context, and speed. Decide which model fits your workflow and budget.
AI Agent Sandbox Evaluation Guide: Choosing Between E2B, Daytona, and Novita
How to evaluate AI agent sandboxes across cold start, isolation, GPU, BYOC, and pricing. Covers E2B, Daytona, and Novita Agent Sandbox with a concrete decision framework.
Novita AI Partners with Opper AI to Provide EU Developers with Open-Weight Models
Novita AI's inference is now available on Opper AI's EU-hosted gateway, giving European agent builders access to 80+ open-weight models through one API.
What Is an AI Agent Sandbox?
What is an AI agent sandbox? Learn how isolation, egress filtering, snapshotting, and container vs. microVM boundaries work — and when you need one.
Claude Code in VS Code: Install the Extension, Configure the IDE, and Switch to Novita AI
Install the Claude Code VS Code extension, use it for daily coding, set up PyCharm/JetBrains, and route LLM calls to Novita AI for more model options.
Fish Audio S2 Pro Quick Start for Voice Cloning and Multilingual TTS
Get started with Fish Audio S2 Pro on Novita AI. Includes verified endpoint, voice cloning workflow, emotion control tags, Python and cURL examples.
AI Open Source: Best Models, Coding Tools, and Runtime Strategy in 2026
A practical guide to open source AI models and coding software—compare leading LLMs, open source coding agents, and decide when to self-host vs. use an inference API.
Best AI Coding Tools in 2026: Models, Workflow Fit, and API Access
Compare the best AI coding tools in 2026 by coding benchmarks, workflow fit, and API access — agentic models, IDE tools, and developer APIs ranked.