Use Cases

Run Mobile Test Flows In CI Through An Mcp Client

1 project

Run Mobile Tests On Remote Device Clouds (browserstack, Aws Device Farm, Limrun)

1 project

Run Mobile UI Automation Over Remote Device Connections

1 project

Run Model Architectures Like Llama Or Mistral Locally

1 project

Run Models Directly From Hugging Face With One Cli Command

1 project

Run Models Locally Via Foundry Local

1 project

Run Models Locally With Ollama

1 project

Run Models Through Hosted Providers Or Local Ollama

1 project

Run Models With Webgpu Acceleration Across Supported Gpus

1 project

Run Mongodb Mcp Server Locally For Self-managed Deployments

1 project

Run Month-end Close Accruals And Variance Commentary

1 project

Run Msbuild Compilation And DB Sync From Chat

1 project

Run Multi-agent Desktop Workflows With Shared Sessions And Per-agent Cursors

1 project

Run Multi-agent Graph Tasks In Isolated Git Worktrees With Supervisor Review

1 project

Run Multi-agent Meetings Where Agents Collaborate On A Task

1 project

Run Multi-agent Systems With Handoffs Across Frameworks

1 project

Run Multi-agent Teams In Shared Workspace Pods

1 project

Run Multi-agent Teams With Leader-worker Orchestration

1 project

Run Multi-agent Workflows For Software Development

1 project

Run Multi-agent Workflows With Persistent Memory

1 project

Run Multi-character Group Conversations

1 project

Run Multi-language Checks Before Commits

1 project

Run Multi-model Code Reviews

1 project

Run Multi-model Trading Analysis And Cio Arbitration

1 project

Run Multi-round Deep Analysis Of Books, Generating Structured Q&a Json

1 project

Run Multi-session Isolated Browser Contexts Per User

1 project

Run Multi-step Agent Workflows Against The Github Api

1 project

Run Multi-step Agent Workflows Over Mcp From Claude Code Or Other Mcp Clients

1 project

Run Multi-step Computer Tasks From Natural Language

1 project

Run Multi-step Deep Research

1 project

Run Multi-step Goals Autonomously

1 project

Run Multi-step Research Over Internal And Web Sources

1 project

Run Multi-step Web Research On A Question

1 project

Run Multi-turn And Adversarial Red-team Scenarios Against An Agent

1 project

Run Multi-turn Debates Between Master Personas

1 project

Run Multimodal Text, Image, Audio, And Video Workflows

1 project

Run Multiple Agents Across Separate Open Figma Files

1 project

Run Multiple Agents Concurrently With Separate Workspaces And Permissions

1 project

Run Multiple Coding Agents In Parallel

1 project

Run Multiple Coding Agents In Parallel Across Git Worktrees

1 project

Run Multiple Coding Agents In Parallel On Your Own Machine

1 project

Run Multiple Coding Agents In Parallel, Each In Its Own Git Worktree

1 project

Run Multiple Coding-agent Clis (claude Code, Codex, Gemini, Grok, Opencode) Side

1 project

Run Multiple Independent Search Queries In One Parallel Batch Call

1 project

Run Multiple Isolated Agent Organizations From One Deployment

1 project

Run Multiple Isolated Meshes Side By Side With Per-space Configuration

1 project

Run Multiple Isolated Oauth Sessions For The Same Server Across Different Tenant

1 project

Run Mutation Testing To Validate Test Suite Quality

1 project

Run Native Easyeda Drc And Repair Violations

1 project

Run Natural-language Multi-step Desktop Automation Agents

1 project

Run No-api-key Korean Retail Lookups From Agents Via Npx Daiso Cli

1 project

Run Non-interactive/scripted Agent Tasks In CI Via Codex Exec

1 project

Run Ocr Fully Client-side In The Browser

1 project

Run Offline Code-context Generation In CI

1 project

Run Offline Deployments For Air-gapped Document Pipelines

1 project

Run Offline Experiments And Datasets On Llm Apps

1 project

Run Offline Skill Evolution For Coding Agents

1 project

Run Offline Voice Wake-up

1 project

Run Offline With Local Gguf Models

1 project

Run Ollama/llama.cpp/vllm Backends Pre-wired To A Chat UI

1 project

Run On Amd/intel Via Cpu Or Windows Directml

1 project

Run On-device Inference With Local Models

1 project

Run One Pipeline Across A Whole Fleet Of Logs And Produce Combined Reports

1 project

Run One-off AI Visibility Research Without Changing Tracked Queries

1 project

Run Online Reinforcement Learning For Agent Applications

1 project

Run Open Llms Fully Offline On Desktop

1 project

Run Open-source Flagship Models On Consumer Hardware

1 project

Run Open-weight Llms Locally With A Single Cli Command

1 project

Run Open-weight Models Locally For Private Chat

1 project

Run Openai Codex With Automatic Per-turn Tier Selection

1 project

Run Openai/claude/deepseek/qwen Models Behind Admin Quotas

1 project

Run Operational Tasks Using Local Ollama Models

1 project

Run Overnight Gepa/dspy Self-evolution On Weak Skills

1 project

Run Owasp/stride Security Audits

1 project

Run Parallel AI Coding Agents Across Multiple Machines

1 project

Run Parallel Agent Fleets In Isolated Git Worktrees

1 project

Run Parallel Agent Sessions In Isolated Git Worktrees

1 project

Run Parallel Background Agents

1 project

Run Parallel Browser Tasks

1 project

Run Parallel Claude Code Sessions With Separate Accounts

1 project

Run Parallel Correctness And Maintainability Code Reviews On Uncommitted Changes

1 project

Run Parallel Multi-agent Implementation And Verification

1 project

Run Parallel Multi-agent Teams On A Shared Coding Task

1 project

Run Parallel Subagents For Background Research And Code Review

1 project

Run Parallel Workers And Multi-agent Councils

1 project

Run Parameter Sweeps And Computational Experiments

1 project

Run Parameterized Custom Sql Tools From Toml Config

1 project

Run Pay-per-use Actors With Agentic Payments (agi, X402, Skyfire)

1 project

Run Permission-controlled Database Queries From AI Clients

1 project

Run Permission-controlled Mcp Operations

1 project

Run Persistent AI Teammates With Memory And Conversation History

1 project

Run Persistent Personal AI Assistants

1 project

Run Persistent Tasks Across Conversations And Devices

1 project

Run Persistent Team Agents On A Schedule Or Workspace Events

1 project

Run Physics Simulations Like Cloth, Fluid And Rigid Bodies

1 project

Run Planning And Workspace Agents

1 project

Run Powershell Commands Remotely

1 project

Run Pre-publish Quality, Sensitive-word And Copyright Checks

1 project

Run Predefined Multi-agent Workflows From Graph Files

1 project

Run Preregistered Task-set X Harness A/b Experiments With Budget Circuit Breaker

1 project