Battle-tested software architecture, deterministic AI systems, and actionable 0-to-1 engineering roadmaps for founders seeking technical partnership.
Eliminate catastrophic LLM outages and 429 rate limit crashes. Learn how to architect a resilient, token-aware AI Gateway for your SaaS MVP.
Eliminate cross-tenant vector data leaks in enterprise AI SaaS. Learn deterministic RAG isolation patterns using pgvector RLS, metadata pre-filtering, and strict namespaces.
Eliminate vibes-based prompt engineering. Learn how to install deterministic CI/CD LLM evaluation harnesses to prevent silent regressions and protect margins.
Discover why naive prompt chains crash in production and how deterministic state machines provide reliable, cost-controlled AI MVP architecture for founders.