Factory review

Factory is a commercial AI coding-agent platform, not a standalone model or a code library. Its Droid agents plan, build and validate changes, while the product provides interfaces across desktop, terminal, web and CLI. The Pro plan also includes an SDK. Factory describes cloud and local background agents, and Enterprise lists on-premise deployment options.

In a software stack, Factory sits alongside source repositories and engineering workflows. Agents use codebase context to carry out tasks; team features add analytics, readiness tracking, pull-request review and automations. Model routing chooses models for tasks based on quality, speed and cost. Mission Control shows active missions, worker progress and execution logs. The intended outcome is validated software changes, with engineers setting goals and policies. That makes Factory broader than a code-completion feature, but teams should check how its repository access and agent actions fit their existing permissions and CI process.

Factory names desktop, terminal, web and CLI as product surfaces, and the Pro plan includes an SDK. It also lists cloud and local background agents. These give developers several ways to work with agents, but the vendor does not publish named programming languages or an API protocol in its product information. We would confirm supported languages, SDK methods and authentication in Factory's docs before planning a service integration; the CLI is the clearest named integration surface.

The product also includes pull-request reviews with inline comments, repository wikis through AutoWiki, usage analytics and Mission Control execution logs. Those features place Factory in existing engineering workflows, but do not establish support for a particular Git host, CI provider, editor plugin or webhook. Check integration compatibility and permissions with the vendor. Pro includes Desktop, CLI and SDK, while the homepage describes agents operating across desktop, terminal, web and CLI.

Factory has no free plan or listed free trial. Pro costs $20 per month and includes Desktop, CLI and SDK, cloud and local background agents, usage statistics and an agent-readiness dashboard. Plus costs $100 per month and lists about five times Pro's usage; Max costs $200 per month and lists about ten times Pro's usage. The page does not give the underlying usage units or overage rates, so those multiples alone do not establish a production budget.

Teams costs $60 per team per month plus per-seat charges, and the plan lists up to 10 seats. Additional Teams seats cost $40 per month each. Confirm how seats are counted in your quote. Business and Enterprise use custom pricing. Business includes custom usage limits, onboarding and support, SSO, SAML/SCIM provisioning and Zero Data Retention. Enterprise lists unlimited team members, dedicated compute, on-premise options, data residency and priority support with SLAs. The pricing page shows monthly prices and does not list annual billing.

Factory's public product information does not publish an open-source licence or state that the product is open source. The Enterprise plan lists on-premise deployment options, but that is not the same as a self-hostable release under a published licence. Ask the vendor what runs in your environment, what remains dependent on Factory services, and what infrastructure your team must provide.

The homepage says analytics reports are exportable. That supports taking usage reports out of Factory, but it is not a statement that agent history, configuration, repository context or other product data can be exported. Confirm data-export formats and retention terms before rollout. Migration risk depends on how much engineering workflow relies on Factory's missions, automations, routing and readiness tracking. Keep source code and core build processes accessible through your own repositories and CI, and get written answers about data retrieval and deletion before expanding usage.

Before using Factory in a production engineering workflow, establish the limits and failure behavior for your account. The pricing page gives usage multiples for Plus and Max, but not request quotas, rate limits, overage rates or the base units behind those multiples. Ask how agents behave when usage is exhausted, a model is unavailable, or a task fails validation. The vendor describes real-time usage metrics and execution logs, which can help teams monitor activity.

For governance, Business lists SSO, SAML/SCIM provisioning and Zero Data Retention. Enterprise lists data residency, on-premise deployment options, dedicated compute and priority support with SLAs. The public plan details do not quantify availability or state the SLA terms, so request those terms and the deployment architecture before relying on them. Confirm repository permissions, model-routing controls and the handling of code and agent logs. For budgeting, validate seat calculations and usage limits with the vendor; custom usage limits are listed for Business.