Rohan Paul@rohanpaul_ai · XAI 摘要
Velobase宣布开源其AI SaaS框架Velobase Harness。该项目强调，在AI应用时代，产品本身并非真正的护城河，将用户转化为收入的基础设施才是关键。Velobase自身从应用无人问津发展到实现八位数ARR的经历，印证了这一观点。该框架旨在补全从可用应用到盈利业务之间的缺失环节，提供包括支付计费、用户归因、分析与A/B测试在内的全套后端服务。
Velobase just open-sourced Velobase Harness， an AI SaaS framework.
Shows why the product was not the real moat， it's the infrastructure that convert users into revenue.
The Velobase Harness is built around the missing layer between a working app and a paid business.
Includes server-side ad attribution， usage-based credits， multi-currency billing， double-entry affiliate ledgers， refund clawbacks， USDT cashouts， A/B email campaigns， dual-provider failover， PostHog analytics， payments， and 11 BullMQ workers.