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Cosine Swarm

Cosine Swarm

Parallel AI agents for long-horizon, complex software tasks

Overview

What it is

Cosine is an AI software engineer that operates across the CLI, cloud, and desktop, designed to complete tasks end-to-end without human supervision. It understands your codebase, plans, writes changes, and opens PRs. Working asynchronously, devs can assign multiple tickets all at once to Cosine, then come back to review and merge PRs. Tackle messy backlogs, fix bugs, and prototype faster without changing workflow.

Intent

I need it when

Automate complex coding tasks and refactoring across large codebases while maintaining code quality and maintainability

Cosine's Lumen models are trained on production code to minimize duplication, dead code, and unnecessary complexity. The agent autonomously plans, writes, tests, and commits code with minimal diffs that match codebase style, enabling engineers to hand off complex migrations and refactoring without sacrificing visibility or code quality.

Reduce cost per successful coding task compared to generic LLM-based coding assistants

Cosine's Lumen models achieve the lowest cost per successful task ($7.90) compared to GPT-5.5 ($28.41), Gemini 3.1 Pro ($17.79), and other mainstream models, while maintaining higher code quality through behavioral RL on scope discipline and evidence-based planning.

Collaborate across distributed teams with shared visibility into AI-driven code changes and planning

Cosine Cloud provides a shared workspace where engineers, PMs, and stakeholders can plan, review, and ship code together. The platform supports parallel task execution, long-running background tasks, and agent commits that keep changes reviewable and reversible, enabling asynchronous collaboration.

Work with niche or enterprise programming languages that standard AI models struggle with

Cosine is post-trained for enterprise and niche languages including C, R, Matlab, Fortran, Verilog, and Rust through an 8-step data pipeline using real production code. This enables teams using legacy or specialized languages to leverage AI-assisted development without resorting to generic models.

Deploy AI coding agents in highly regulated or air-gapped environments with strict data isolation requirements

Cosine offers three deployment options: public cloud, dedicated single-tenant VPC, and fully air-gapped on-premises. Air-gapped deployments run entirely within the organization's security perimeter with no external dependencies or data egress, supporting strict compliance and classified-network requirements.

Drop

Not a fit when

  • User needs real-time pair programming without autonomous agent execution; Cosine is designed for autonomous task execution, not interactive co-coding
  • Organization requires zero data transmission to external AI vendors; Cosine sends code context to external model providers despite no training on customer data
  • Team works exclusively with proprietary or classified codebases without air-gapped deployment budget; standard cloud plan requires external connectivity
  • Project uses only mainstream languages with no need for niche language support (C, R, Matlab, Fortran, Verilog); overhead of specialized training unnecessary
  • Developer prefers minimal agent autonomy and wants explicit approval for every code change; Cosine's autonomous planning and execution model conflicts with high-control workflows
Commercials

Pricing

USD20 - USD200 / monthly View pricing