Ling-3.0-flash on Novita AI: Free API for Agentic Inference
Use Ling-3.0-flash free on Novita AI: a 124B MoE model with 5.1B active parameters, 262K context, reasoning, and function calling.
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Macaron V1 Venti on Novita AI: 748B Mixture-of-LoRA Flagship for Coding, Agents, and GenUI
Macaron V1 Venti is a 748B Mixture-of-LoRA flagship for coding, agents, and GenUI. See its specs, Novita AI availability, pricing, and best-fit use cases.
OpenCode vs Claude Code: Which Coding Agent Fits Your Workflow?
OpenCode vs Claude Code compared by setup, providers, MCP, execution, cost control, and team fit, with Novita AI integration paths.
Anthropic API Model Names: Claude Model IDs Explained
Learn how Anthropic API model names work, which Claude model IDs belong in requests, and how to avoid alias, version, and provider-routing mistakes.
OpenCode vs Cursor: Which AI Coding Workflow Fits You?
OpenCode vs Cursor compared for developers: workflow, model flexibility, context, MCP tools, execution, cost control, and Novita AI setup.
Anthropic Messages API Documentation: Endpoints, Requests, Vision, and Agent Backends
A practical guide to the Anthropic Messages API, including request format, streaming, vision, files, OpenAI-compatible migration, and agent backends.
Gemini Pro API Guide: Key, Endpoint, Model IDs, and OpenAI Compatibility
Set up the Gemini Pro API with a Google AI Studio key, current model ID, native REST endpoint, OpenAI-compatible client, and agent backend pattern.
Kimi K3 on Novita AI: Pricing, 1M Context, and When to Choose It Over K2
Kimi K3 is live on Novita AI with a 1M-token context window, multimodal input, and $3/$15 per-million-token pricing. See when K3 beats K2.
Kimi K3 Quick Start for Long-Context API Workflows
Connect to Kimi K3 with Novita AI's OpenAI-compatible API. Follow the model ID, endpoint, Python, cURL, pricing, and troubleshooting steps.
Claude Code Plugins: How MCP Tools Extend Claude Code with External Capabilities
Understand Claude Code plugins — what they are, how MCP servers work as plugins, how to install them, and how to run tool execution through Novita AI.
What Are the Best AI Sandbox Solutions?
Best AI sandbox solutions in 2026 compared: Novita Agent Sandbox, E2B, Daytona, and Modal — use-case matching table, evaluation criteria, and honest tradeoffs.
Claude Code Rules: How to Write CLAUDE.md and Manage Agentic Coding Context
Learn how Claude Code rules work — CLAUDE.md files, .claude/rules/ path scoping, settings.json permissions, and auto memory — with best practices for agentic coding.
Claude Opus 3 vs Opus 4 for Academic Writing: Which Model Should You Use?
Claude Opus 3 vs Opus 4 for academic writing: compare context windows, reasoning depth, pricing, and real workflow impact. Includes Opus 4 vs Sonnet 4 guidance.
OpenAI Python SDK: Installation, Setup, and Practical Integration
Install and use the OpenAI Python SDK for chat completions, streaming, function calling, and async requests. Includes JavaScript SDK and Novita AI integration.