Factory is an agent-native software engineering platform using autonomous Droids to automate background coding, test generation, and GitHub pull requests.
Starting price Paid / $20-$200/mo
Tool Information
Factory platform architecture and agent-native Droids
Factory (accessible at factory.ai, founded by Matan Grinberg) is an agent-native software engineering platform and autonomous development workforce. Engineered to automate repetitive engineering workflows, Factory deploys autonomous AI agents called Droids that integrate directly into team software repositories, issue trackers, and CI/CD pipelines.
Unlike interactive autocomplete plugins that require constant developer prompting, Factory Droids operate autonomously in the background. Droids read Jira/GitHub tickets, inspect multi-repository codebases, reproduce reported bugs in isolated cloud containers, write clean code with unit tests, and open reviewed GitHub pull requests.
Core developer capabilities and autonomous Droid workflows
Factory delivers features for autonomous software development and DevOps:
- Autonomous Droids: Specialized software agents for feature implementation, bug fixing, test suite generation, and legacy refactoring.
- Automated GitHub PR creation: Droids investigate repository issues, make code modifications, run tests, and open complete pull requests.
- Isolated cloud execution environments: Every task runs in a secure, containerized sandbox with full terminal and compiler access.
- Automated test generation: Automatically authors unit, integration, and regression test suites to improve repository code coverage.
- Codebase knowledge grounding: Deep semantic understanding of company-wide software architecture and coding style guidelines.
- Enterprise governance & security: SOC 2 Type II certified, single-tenant private cloud deployments, and zero model training on proprietary code.
Comparative benchmark: Factory vs. Cognition Devin and GitHub Copilot
Factory focuses on autonomous background engineering agents (Droids) triggered by issues.
| Dimension | Factory AI (Droids) | Cognition Devin | GitHub Copilot |
|---|---|---|---|
| Primary workflow | Autonomous background Droids resolving GitHub issues & PRs | Autonomous software engineer & cloud developer sandbox | Interactive IDE in-editor autocomplete and chat |
| Trigger mechanism | GitHub issue tag, Jira ticket assignment, Slack bot, CLI | Web prompt interface, desktop app, Slack | Real-time keystroke typing inside IDE |
| Test execution | Autonomous test running & error self-healing in cloud container | Autonomous test running in cloud VM | Manual developer execution in local terminal |
| Pricing model | Paid subscription ($20.00 to $200.00/mo / Enterprise) | Enterprise ($500+/mo) / Desktop ($20/mo) | Subscription ($10.00 to $19.00/mo) |
Practical applications and operational limits
- Backlog issue resolution: Tag
@factoryon low-priority GitHub bug tickets to have Droids write fixes and PRs automatically. - Legacy framework modernization: Task Droids with upgrading outdated Python or Node.js library dependencies across multiple services.
- Automated test coverage expansion: Deploy Test Droids to generate comprehensive unit tests for untested legacy modules.
- Documentation generation: Automatically create and update markdown API documentation based on changing code schemas.
Operating limits: Highly ambiguous product requirements without clear acceptance criteria may require developer intervention on pull requests. Droid compute scales with repository size.
Subscription plans and Droid quotas
Factory offers self-serve developer plans alongside custom enterprise deployments:
| Plan Tier | Monthly Cost | Included Droid Quotas, Concurrency & Features |
|---|---|---|
| Pro Plan | $20.00/mo | Standard Droid monthly allowance, GitHub repository integration, automated PR creation, cloud sandbox runs |
| Pro Plus Plan | $100.00/mo | 5x Droid quota, multi-repo support, parallel task execution, faster cloud container startup |
| Max Tier | $200.00/mo | High-volume enterprise power user quota, dedicated container compute, priority response queues |
| Enterprise Plan | Custom Enterprise Quote | Jira/GitLab enterprise integrations, custom on-premise VPC runners, enforced SOC 2 compliance, SSO |
*Pricing and plan details verified as of August 2026.
Step-by-step workflow
- Connect repository: Install the Factory GitHub App on your organizational software repositories.
- Assign issue to Droid: Tag
@factoryin a GitHub issue description or Jira ticket with task details. - Droid executes task: The Droid launches an isolated cloud container, writes code, and executes test suites.
- Review pull request: Inspect the submitted GitHub PR, review diffs and test results, and merge into production.
Editorial verdict
- Best for: Engineering teams, startup CTOs, and developers who want autonomous background agents to handle routine bugs, dependency upgrades, and unit testing.
- Not recommended for: Non-technical business users or visual UI no-code website builders.
- Learning curve: Low for engineering teams with standard GitHub issue workflows.
- Value threshold: The $20/mo Pro plan is cost-effective by offloading routine repository maintenance to autonomous agents.
- Bottom line: Factory delivers agent-native software engineering, using autonomous Droids to turn issue tickets into tested GitHub pull requests.
F.A.Q
Pros and Cons
Pros
- Autonomous background Droids investigating issues, writing code, and submitting reviewed GitHub pull requests
- Isolated cloud container sandboxes executing terminal commands and running test suites automatically
- Automated test generation significantly improving repository unit and integration test coverage
- Seamless integration with standard engineering tools including GitHub, GitLab, Jira, and Slack
- Enterprise-grade data security with SOC 2 Type II compliance and zero code retention for training
Cons
- Does not offer a permanent free tier for ongoing development
- Complex tasks with vague acceptance criteria require developer intervention during PR review
- Heavy multi-repository Droid builds consume monthly subscription quotas
Reviews
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