Preparing your workspace...

assistant-chat.tsx2.5k
utils.ts850
button.tsx720
Quick Actions
codmir
Docs
Discord
Get started
API
  • Introduction
  • Installation
  • Your First Project
  • Your First Agent
  • What is Codmir?
  • Cortex Protocol
  • Context Capsules
  • Intelligence Loop
  • Swarm Economics
  • Security

What happens when deploying 10,000 agents costs less than your morning coffee.

Swarm Economics

The Math

A junior developer costs roughly $6,000/month. For $49/month, Codmir gives you 10,000 agents per task — agents that know your codebase, your patterns, and your past decisions. They start shipping on day one. No onboarding. No ramp-up.

What Changes

When AI labor becomes cheap and scalable, the bottleneck shifts from execution to direction.

  • You have an idea — 10,000 agents execute it in parallel
  • A bug appears — agents detect, trace, fix, test, and deploy before you wake up
  • You want a feature — agents decompose it into tasks, assign themselves, and merge results

You stop being a developer and start being a founder with infinite bandwidth.

Swarm Strategies

Different tasks call for different coordination patterns:

StrategyWhen to UseExample
ParallelIndependent subtasks100 agents each write a different API endpoint
SequentialPipeline of dependent stepsAgent 1 designs, Agent 2 implements, Agent 3 tests
HierarchicalComplex decompositionLead agent delegates to specialist sub-teams
AuctionCompetitive quality5 agents solve the same problem, best solution wins

Budget Controls

Swarms have built-in budget tracking:

  • Token limits — cap total tokens across all agents
  • Cost limits — set a maximum spend in USD
  • Agent limits — control how many agents can run simultaneously
  • Time limits — auto-terminate if a swarm runs too long
const swarm = await swarmProtocol.create({
  task: 'Build the checkout flow',
  coordinatorId: 'lead-agent',
  strategy: 'hierarchical',
  maxAgents: 50,
  maxCostUsd: 5.00,
  maxDurationMs: 30 * 60 * 1000,
  decomposition: [
    SwarmProtocol.createTask('design-api', 'Design REST API schema'),
    SwarmProtocol.createTask('impl-cart', 'Implement cart service'),
    SwarmProtocol.createTask('impl-payment', 'Implement payment integration'),
    SwarmProtocol.createTask('write-tests', 'Write integration tests'),
  ],
});

The Cost Breakdown

ModelCost per 1K tokensTypical task (2K tokens)100 agents
claude-haiku-4-5$0.001$0.002$0.20
gpt-4o-mini$0.0003$0.0006$0.06
gemini-2.5-flash$0.0001$0.0002$0.02

With smart routing, Codmir automatically picks the cheapest model that meets quality requirements. Most swarm tasks use fast, cheap models for individual subtasks and route only complex decisions to premium models.

Learn More

  • Guide: Swarm Execution — Deploy your first swarm
  • SwarmProtocol API — Full API reference
  • SmartRouter API — Cost-optimized model routing
Open in ChatGPTOpen in ClaudeConnect MCP on CursorConnect MCP on WindsurfEdit on GitHub
codmir
Products
Desktop AppMobile AppIDE ExtensionAI AgentsOverseerVoice ModeCortex ProtocolHive MindGame Dev (Godat)PricingDownload
Solutions
AI Code AgentsCode ReviewError TrackingSelf-HealingDeploy TrackingAI Tracking SDKWorkflow AutomationTesting FrameworkTime TrackingVoice Control
Platform
ProjectsTickets & BoardsAgent MarketplaceIntegrationsTemplatesApp HubAdmin PanelAnalytics
Integrations
GitHubSlackDiscordVercelSentryRailwayLinearAll Integrations
Developers
DocumentationAPI ReferenceSDKCLIDeveloper PortalMarketplaceMCP ConnectorsWebhooksExamplesnpm Packages
Resources
BlogChangelogCommunityTutorialsGet StartedSupportStatusFeedback
Company
AboutCareersContact SalesKickstarterReferral Program
Legal
Terms of UsePrivacy PolicyEULATrademarkSecurity
Download on the App StoreGet it on Google Play

Codmir™ 2026. All rights reserved.

Free & open source SDK — Apache 2.0 License