Use Cases

Run Agents In Disposable Cloud Sandboxes (modal, E2b, Daytona)

1 project

Run Agents In Distroless/read-only Containers

1 project

Run Agents In Docker Or Hosted Sandboxes

1 project

Run Agents In Isolated Cloud Sandboxes

1 project

Run Agents In Parallel Using Isolated Git Worktrees

1 project

Run Agents In Separate Git Worktrees

1 project

Run Agents Inside Acp Clients

1 project

Run Agents Locally With File-based Source Of Truth

1 project

Run Agents Locally With Your Own Provider Keys

1 project

Run Agents On Local Or Remote Machines

1 project

Run Agents On Paired Remote Computers

1 project

Run Agents On Schedules Or Triggers

1 project

Run Agents Through Slack Or A Web Dashboard

1 project

Run Agents With Approval Controls

1 project

Run Agents With Cloud Providers Or Local Ollama Models

1 project

Run Agents With Outbound-only Egress Allowlists And Audit Logs

1 project

Run Aggregation Pipelines Through An AI Assistant

1 project

Run Ai-assisted Penetration Tests In A Kali Sandbox

1 project

Run Ai-generated Code In Isolated Cloud Sandboxes

1 project

Run Ai-generated Code In Isolated Sandboxes

1 project

Run Ai-moderated Qualitative Interviews With Real Or Synthetic Participants

1 project

Run Ai-tool Routing Evals For Plugin Integration

1 project

Run Allowlisted Repository Checks

1 project

Run An A/b Benchmark Comparing Agent Behavior With And Without The Method Pack

1 project

Run An AI Assistant Entirely At Home With No Cloud Dependency

1 project

Run An AI Coding Agent In The Terminal

1 project

Run An AI Coding Agent In The Terminal Via Tui

1 project

Run An Agent-orchestrated, Resumable Video Production Pipeline

1 project

Run An Agentic Coding Assistant In The Terminal

1 project

Run An Analyze-hypothesize-backtest-reflect React Loop For Strategy Search

1 project

Run An Animated AI Character On The Desktop

1 project

Run An Autonomous Agent To Grow A Youtube Channel

1 project

Run An Entire One-person Company With Agent Desks

1 project

Run An Extensible AI Agent On Mobile Or Desktop

1 project

Run An In-process Mcp Server Inside Home Assistant

1 project

Run An Independent Adversarial Reviewer Model Against A Coder's Diff

1 project

Run An Interactive Cli Coding/assistant Agent Session

1 project

Run An Interactive Coding Agent In The Terminal

1 project

Run An Interactive Terminal Coding/automation Agent With Slash Commands

1 project

Run An Office Of Parallel Coding Agents On Your Own Machine

1 project

Run An On-demand Home Assistant Security Audit

1 project

Run An Openai/anthropic-compatible Proxy In Front Of Claude Code Or Codex Cli

1 project

Run Analytical Notebooks (.malloynb) Against Governed Endpoints

1 project

Run And Compare Trading Strategy Backtests

1 project

Run And Coordinate Cli-backed Coding Agents From A Native Macos App

1 project

Run And Coordinate Coding Agents Across Machines

1 project

Run And Deploy Google Apps Script

1 project

Run And Evaluate Diffusion-model Sampling

1 project

Run And Fix Linters/tests Automatically

1 project

Run And Monitor Background Tasks That Survive Restarts

1 project

Run And Organize AI Agents

1 project

Run And Stream Terminal Commands From An AI Chat

1 project

Run And Supervise Multiple Coding Agents In Parallel

1 project

Run And Track Agent Tasks On A Kanban Board

1 project

Run And Verify Multi-agent Teams Inside Claude Code, Codex, Cursor Or Gemini

1 project

Run And Watch Claude Code Sessions On Your Own Enrolled Machines

1 project

Run And Write Godot Test Suites From A Coding Agent

1 project

Run Anti-slop Gates Before Shipping Generated UI

1 project

Run Api Tests From A Postman Collection Via Agent

1 project

Run Approved Shell Commands

1 project

Run Arbitrary Python Inside Blender From A Client

1 project

Run Arbitrary Unreal.* Python In-editor For Automation

1 project

Run Artifacts Locally With Arctl Run Before Cluster Deployment

1 project

Run As A Github Action In CI Security Pipeline

1 project

Run As A Multi-user Web App In Docker With Oidc Sign-in

1 project

Run As A Standalone Mcp Server For Nim Codebases

1 project

Run As An In-cluster Pod With Service-account Auth

1 project

Run As An Mcp Server For Agent Tool Calls

1 project

Run As An Mcp Server Inside Claude Code Or Other Ides

1 project

Run As An Mcp Server So AI Agents Can Read Local Codebases

1 project

Run As Claude Skill For In-chat Research

1 project

Run As Pre/post Hooks Around Agent Tool Calls

1 project

Run Assistant Code Through Mcp Code Mode

1 project

Run Async Mcp Tasks, Prompts And Resource Subscriptions From Cli

1 project

Run Automated Pull Request Reviews

1 project

Run Automated Read-change-test Loops To Improve Prompts And Skills

1 project

Run Autonomous AI Agents Entirely Offline On A Mac

1 project

Run Autonomous Academic Literature Reviews

1 project

Run Autonomous Agent Loops With Structured Memory

1 project

Run Autonomous Agents In Isolated Sandboxes

1 project

Run Autonomous Agents Unattended On A Cron Schedule Via Github Actions

1 project

Run Autonomous Coding Agents Inside A Sandboxed Container Without Ambient Author

1 project

Run Autonomous Deep Research On A Topic With Citations

1 project

Run Autonomous ML Research Overnight Via Agent Skills

1 project

Run Autonomous Propose-experiment-analyze Research Loops

1 project

Run Azure Devops Tasks From A Code Editor

1 project

Run Background Agent Tasks During Voice Conversations

1 project

Run Background Tasks And Sub-agents

1 project

Run Bazi Calculations Locally Inside Claude Desktop, Cursor, Cline Or Continue V

1 project

Run Bedrock Agents And Agentcore Tools From Langgraph Agents

1 project

Run Bedrock Batch Inference Jobs Via Step Functions

1 project

Run Biaxial Compression Tests And Plot Stress-strain Curves Via Chat

1 project

Run Bioinformatics And Single-cell Rna-seq Analyses

1 project

Run Biomedical Analyses (genomics, Pharmacology, Bioimaging) Through 224 Tools

1 project

Run Browser And Coding-agent Tasks In Workflows

1 project

Run Browser Automation Through A Reviewed Policy Gateway

1 project

Run Browser Automation Through Chrome-devtools-mcp

1 project

Run Browser Automation Without Playwright Or Puppeteer

1 project

Run Browser-based Agents

1 project

Run Browser-native 3D Agent Experiences Without Server Uploads Or Plugins

1 project