I Tested Orca AI and This Is Insane

Orca: An AI Orchestration Tool for Multi-Agent Workflows

This video features the creator, John, exploring Orca, a new tool designed to manage fleets of AI agents in a unified terminal environment. Positioned as a replacement for Semox and Herder, Orca aims to streamline workflows by allowing users to run multiple AI models—such as Claude, Codeex, and Grok—simultaneously, across multiple subscriptions, with integrated permissions, project tracking, and mobile access. The video serves as a raw, unsponsored hands-on first look.

Core Features & Multi-Agent Management

Orca's primary value lies in its ability to consolidate multiple AI agents into a single interface, eliminating the need to choose one model.

• Unified Terminal & Permissions: Upon launch, Orca opens a terminal session that automatically sets up an agent (e.g., Claude) with pre-configured permissions (including a "skip approval" dangerous mode). This removes repetitive setup steps.
• Multi-Subscription Support: Users can link multiple subscriptions for the same AI provider (e.g., five $200 Claude subscriptions) to avoid token limits, and concurrently run different models (Claude, Codeex, Grok) in split terminal windows.
• Agent Orchestration: A dedicated "Agent Orchestration" skill enables agent handoff and context sharing. John demonstrates installing six tools across all detected agents, allowing them to communicate and coordinate tasks (e.g., handing off a task to an idle Claude agent).

Advanced Workflow Capabilities

Beyond basic chat, Orca includes sophisticated features for automating and managing long-running AI work.

• Automations (Cron Jobs for Agents): The "Automations" section lets users schedule agent work on a recurring basis (e.g., daily code review or issue triage). This includes choosing the agent, setting the prompt, and inspecting output logs—functionality John notes he was trying to build from scratch.
• Built-in Project Tracker: Orca surfaces issues from GitHub (and supports Linear) directly within the tool. This allows users to see backlog, assign tasks, and maintain context when entering new agent sessions, mimicking a development team's workflow.
• Work Trees & Git Integration: The tool automatically creates work trees (separate Git working directories) for each terminal session. Users can branch, name projects, and choose models per session, with a folder browser for easy navigation.

Mobile & Remote Monitoring

A standout feature is the Orca mobile app, which syncs all sessions. Users can view logs, check agent progress, and pick up work from anywhere—described as enabling "vibe coding on the go."

User Experience & First Impressions

John’s reaction is highly positive, highlighting the reduction in friction compared to manually managing multiple AI terminals. He finds the orchestration and automation features particularly exciting, noting they could dramatically accelerate shipping (his goal of "100x your business").

Key Takeaway

Orca represents a significant step forward in AI workflow orchestration by acting as a central command center for multiple agents, subscriptions, and scheduling. Its combination of automated permissions, project tracking, and mobile access directly addresses the pain points of developers managing complex, multi-model AI pipelines. The tool effectively transforms AI from a single-session assistant into an autonomous, schedulable workforce—potentially enabling a 100x increase in output for power users willing to invest in multiple subscriptions.