Use Cases

Run AI Code Review And Security Review Passes

1 project

Run AI Coding Agents On Self-hosted Infrastructure Without Workspace Api Keys

1 project

Run AI Inference Close To End Users

1 project

Run AI Mock Interviews With Feedback

1 project

Run AI Security Checks In CI

1 project

Run AI Teacher And AI Classmates That Lecture, Draw And Discuss In Real Time

1 project

Run Abap Tests

1 project

Run Acp-compatible Coding Agents As Selectable Models

1 project

Run Ad-hoc Debug Shells And Ephemeral Containers For Failing Pods

1 project

Run Agent Benchmarks And Inspect Execution Traces

1 project

Run Agent Browser Actions Remotely Over Tailscale With Ed25519-authenticated Cre

1 project

Run Agent Browsing On Small Vps, Raspberry Pi, Or Shared Infra

1 project

Run Agent Code In Sandboxes

1 project

Run Agent Eval Suites And Llm Observability Tracing

1 project

Run Agent Evaluation And Codex Parity Benchmarks

1 project

Run Agent Harnesses On A Shared Mac

1 project

Run Agent Sessions Against A Local Project Workspace

1 project

Run Agent Skills For Prep, Live Help, And Debrief Workflows

1 project

Run Agent Standups, Audits, And Reports On A Cron Schedule

1 project

Run Agent Supply Chain Security Checks In CI Pipelines

1 project

Run Agent Swarms With Shared Memory

1 project

Run Agent Tasks From A Desktop App, Web Ui, Or Cli

1 project

Run Agent Tasks In An Isolated Sandbox With File Artifacts

1 project

Run Agent Workflows On Locked-down Windows Machines Or CI Runners Where A Bash T

1 project

Run Agent-generated Shell Commands In A Container Or Worker Isolate

1 project

Run Agentic Coding Sessions Inside An Ide Or Terminal Devcontainer

1 project

Run Agentic Coding Workflows Through Harbor Boost Modules

1 project

Run Agentic Email Marketing With Supervised Autonomy And Safety Gates

1 project

Run Agents Against Local Projects And Scripts

1 project

Run Agents As Durable Workflows On Temporal, Dbos Or Prefect

1 project

Run Agents From Cli With Smolagent/webagent

1 project

Run Agents In A Cli Or Web UI

1 project

Run Agents In A Sandbox With Kernel Egress Controls And Scoped Mounts

1 project

Run Agents In Browser Or Node.js Environments

1 project

Run Agents In CI Or Headless Servers

1 project

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 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