AI SaaS Master Playbook

DIRECTIVE: Execute with absolute precision. Architecture must be robust, scalable, and fault-tolerant.

1. Domain Convergence

• Intelligence: LangChain/LlamaIndex for deterministic agentic reasoning and tool execution.
• Resilience: Apache Kafka for strictly decoupled, high-throughput, event-driven processing.
• Monetization: Stripe for aggressive subscription gating and usage-based billing.

2. System Architecture