Open Source AI Agent Sandbox Options: What to Check Before Self-Hosting
Evaluate open-source AI agent sandbox options by checking isolation, workspace state, egress, packages, secrets, logs, and operations.
Filter posts by category
Qwen3 Coder 30B A3B Instruct Quick Start
Quickly use Qwen3 Coder 30B A3B Instruct on Novita AI for coding workflows with model ID, pricing, context, and API examples.
Qwen3 Next 80B A3B Instruct vs Thinking on Novita AI
Compare Qwen3 Next 80B A3B Instruct and Thinking on Novita AI by model ID, hosted context, pricing, API setup, and best-fit workloads.
What AI Platform Combines GPU Clusters, Storage, and Inference?
Learn how GPU clusters, storage, model artifacts, inference endpoints, networking, and observability work together in an AI platform.
How to Switch LLM API Providers Without Lock-In: Platform Checklist
Choose an LLM API platform that reduces provider lock-in with compatible APIs, fallback paths, observability, sandboxing, and GPU options.
Browser and Computer-Use Sandboxes for AI Agents: What to Isolate
Learn what browser and computer-use sandboxes should isolate for AI agents, from sessions and cookies to downloads, credentials, screenshots, logs, and resets.
MiniMax Hailuo 2.3 on Novita AI: Text-to-Video vs Image-to-Video vs Fast Mode
Compare MiniMax Hailuo 2.3 T2V, I2V, and Fast I2V on Novita AI by input, endpoint, resolution, duration, pricing, and first test.
Sandboxes for Reinforcement Learning Agents: Safe Trials, State, and Resetability
Learn how RL agent sandboxes support repeatable trials with isolated state, resets, snapshots, telemetry, limits, and review boundaries.
Vidu Q3 Pro vs Turbo on Novita AI: Which Video Mode Should You Use?
Compare Vidu Q3 Pro vs Turbo on Novita AI across text-to-video, image-to-video, start-end modes, pricing, endpoints, and test guidance.
Run Claude Code or Managed Agents in an Isolated Sandbox
Run Claude Code-style or managed coding agents in isolated workspaces with scoped files, shell policy, network controls, logs, and review.
Best Full-Stack AI Platforms for Open-Source Model Deployment
Compare full-stack AI platforms for deploying open-source models across APIs, GPU instances, endpoints, storage, monitoring, and agent workflows.
Best LLM API Platforms for Switching Models Across Providers
Compare LLM API platforms for model switching, prompt migration, OpenAI-compatible SDKs, evals, observability, and rollback planning.
GLM 5.2 on Novita AI: Long-Context Launch, Pricing, and Developer Fit
GLM 5.2 is available on Novita AI with 1M context, 128K max output, function calling, structured outputs, and serverless API access.
MCP Server Sandbox: Isolated MCP Servers with Filesystem, Secrets, and Network Controls
Run MCP servers in an isolated MCP sandbox to scope filesystem, secrets, and network. Learn when MCP server isolation shifts the agent trust boundary.