AI-Native Platform for the Enterprise

Make your company AI-native

Build AI-native pipelines for software development, cloud operations, and regulated business processes. Every workload runs through autonomous AI agents — with human oversight where it matters.

Install Rysh

Single binary, no dependencies

$brew install rysh-ai/tap/rysh

or via curl

$curl -fsSL https://rysh.ai/install.sh | sh

Then launch a session

$rysh my-project

Verify with rysh --version · Full docs →

rysh — my-project
Shellrunning
$ npm run dev
VITE v5.4.21  ready in 320ms
  Local:   http://localhost:5173/
  Network: http://192.168.1.42:5173/
$
AI Agentthinking
> add dark mode toggle to navbar
grepThemeProvider
file_readNavbar.tsx
Found the navbar. Adding a toggle with localStorage persistence...
multi_editNavbar.tsx, App.tsx
Tab 1/3|Pane 2/2
Claude Sonnet|my-project
35+
Built-in Tools
<100ms
PTY Latency
Concurrent AI Agents
3
Enterprise Pillars
Enterprise AI Transformation

Three pillars of AI-native operations

Rysh transforms every operational workload into an AI-native pipeline — from writing code to maintaining cloud infrastructure to running regulated business processes.

AI-Native Development

From AI-assisted to AI-driven

  • Multi-agent pipelines: plan, code, test, review, and deploy in parallel
  • Each pane is an autonomous agent with 35+ tools — file ops, git, bash, code intel
  • Pipeline events chain phases automatically: development triggers testing triggers deployment
  • Cross-agent coordination — agents share context, inspect state, and send commands
  • Human approval gates for destructive actions while routine work runs autonomously

AI-Native Cloud Ops

Autonomous infrastructure management

  • Monitoring agents watch metrics, correlate events, and identify root causes
  • Automated maintenance pipelines: patching, cert rotation, scaling, cost optimization
  • AI-driven incident response: diagnose, remediate, verify, and write post-mortems
  • Infrastructure as conversation — describe desired state, agents implement it
  • Cross-environment coordination between dev, staging, and production agents

Human-in-the-Loop

Compliance-ready AI automation

  • Configurable approval gates: define which actions require human sign-off
  • Full audit trail — every agent action, tool use, and approval recorded
  • Automatic secret redaction before output crosses pane or session boundaries
  • Multi-agent segregation of duties: one agent proposes, another validates, human approves
  • Built for banks, finance, healthcare, and government regulatory requirements

Purpose-built for regulated industries

AI automation that meets the compliance, audit, and security requirements of the world's most demanding organizations.

Banking & Finance

  • Trade compliance monitoring
  • Automated loan processing
  • Regulatory reporting (Basel III, SOX)
  • Real-time fraud detection

Healthcare

  • Clinical documentation automation
  • Prior authorization processing
  • HIPAA compliance monitoring
  • Claims data extraction

Insurance

  • AI-assisted claims adjudication
  • Automated underwriting
  • Policy lifecycle management
  • Risk assessment pipelines

Government

  • Permit processing automation
  • Benefits eligibility verification
  • Audit trail compliance
  • Multi-level approval workflows

Your AI-native transformation journey

Go from AI-assisted to fully AI-native operations in four phases.

01
Months 1-3

Augmentation

Deploy Rysh for dev teams. AI agents assist with coding, testing, and docs. Teams learn multi-agent patterns.

02
Months 3-6

Acceleration

Extend to cloud ops. Build AI pipelines for routine maintenance. Automate incident response for known failure modes.

03
Months 6-12

Autonomy

AI handles the majority of routine work. Humans shift to strategy and exceptions. Compliance workflows fully instrumented.

04
12+ months

AI-Native Org

AI agents are the primary execution layer. New workloads are designed AI-native from the start. Continuous pipeline optimization.

Platform capabilities

Built on a terminal multiplexer with event-driven multi-agent coordination, Rysh provides the foundation for AI-native operations at any scale.

Tabs & Stacked Panes

Organize workloads with tabs and pane groups. Stack panes like a deck of cards and rotate through them. Each pane is an independent agent workspace.

AI Agent per Pane

Every pane runs an autonomous AI agent backed by a real PTY. Toggle between shell and prompt mode. Agents use 35+ tools to execute tasks independently.

Pipeline Events

Drive multi-phase workflows with pipeline events that chain AI prompts and shell commands across panes — from planning through deployment.

Cross-Agent Coordination

Agents discover each other, inspect state, read conversation history, and send commands. Build coordinated multi-agent workflows across your entire environment.

Secret Redaction & Audit

Secrets are automatically redacted before output is shared. Full audit trail of every agent action, tool use, and human approval decision.

Configurable Approval Gates

Define which actions require human confirmation and which proceed autonomously. Preview-first for edits, pre-approval for commands.

Real-Time Collaboration

Share panes, pane groups, or entire tabs with remote collaborators. View-only or interactive control modes with secret redaction enforced.

Interactive Terminal

vim, htop, less, and nano work seamlessly. Auto-detects alternate screen buffer for raw mode with keystroke forwarding.

Session Persistence

Detach and reattach sessions like tmux. Workspaces persist across connections with automatic state recovery. Send commands to detached sessions.

Multi-Agent Discovery

Agents discover each other, inspect state, read conversation history, and send commands across panes for coordinated workflows.

Background Execution

Start long-running processes in the background, check output anytime, and terminate when done. Bounded memory with ring buffer capture.

Universal CLI Integration

If it has a CLI, Rysh can automate it. No plugins required. Every cloud provider, database, CI/CD system, and tool works out of the box.

How it works

Get up and running in minutes. Rysh integrates seamlessly with your existing workflow.

01

Install & Launch

Install rysh with a single command and launch it from your project directory. Everything starts automatically.

02

Create Agent Panes

Use Ctrl+N to create panes. Each pane spawns a PTY shell with an AI agent. Press Double-Escape to switch to AI prompt mode.

03

Build AI Pipelines

Coordinate agents across panes with pipeline events. Automate multi-phase workflows from coding to testing to deployment.

Ready to make your company AI-native?

Start with a single team. Deploy Rysh, build your first AI pipeline, and see what's possible when every workload is AI-native.