Singularity

About Singularity

Singularity is a desktop application that replaces AI coding chat loops with an atomic ticket system. Each ticket gets an isolated Git worktree and minimal context, letting you run multiple AI agents in parallel across different repositories. It works with Claude, Codex, Copilot, and Gemini using your own API key, and keeps all code local with only LLM calls leaving the machine.

Review

Singularity approaches AI-assisted development from a different angle than most tools on the market. Instead of a conversational back-and-forth with an agent, you define discrete tickets that execute in isolation. The core app is free, local-first, and currently in beta.

Key Features

• A ticket board alongside a code editor, terminal, and Git in one desktop app
• Isolated Git worktrees per ticket so agents don't interfere with each other
• Parallel agent execution across multiple repositories, with native notifications when a ticket finishes
• Pre-qualification of tickets via AI, which flags dependencies between tickets when needed
• Automatic unit and end-to-end test generation per ticket to lock in requested behavior

Pricing and Value

The core application is free and includes unlimited agents, projects, and worktrees. You bring your own API key for the LLM provider you choose, so API usage costs are separate and depend on your own usage patterns. There is no mention of paid tiers or enterprise plans on the product page at this time.

Pros

• Parallel execution model lets you ship work across multiple repos simultaneously instead of waiting on one agent at a time
• Local-first architecture means your source code never leaves your machine, only the prompts and API calls go out
• Support for multiple LLM providers gives flexibility in model choice and cost control
• Git-native workflow with diffs, merges, and git hooks integrates with existing version control practices
• Test generation per ticket encodes intended behavior, which helps preserve correctness during parallel merges

Cons

• The ticket-based model may not fit well for exploratory coding tasks where the requirements aren't clear enough to define upfront
• Requires managing your own LLM API keys and costs, which adds a layer of setup and billing outside the app
• As a beta product, some workflows and edge cases are likely still being ironed out, and the plugin ecosystem is minimal

Singularity suits developers who already think in terms of discrete, well-scoped tickets and want to run multiple coding agents without the overhead of chat-based context management. Teams working across several repositories with clear task boundaries will likely find the parallel worktree model practical. It's less suited for open-ended prototyping or debugging sessions where the problem itself needs discovery through conversation.