24 Weeks
to AI-Native
Mapping the blueprint for the 2030 stack through 24 weeks of hands-on, autonomous agent and infrastructure builds. Follow along as I open-source the architectural trade-offs, failures, and breakthroughs of engineering in the AI era.
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24 Weeks of AI-Native SaaS: A Developer's Learning Journey
A structured 24-week learning roadmap to explore AI-native SaaS development, covering LLM integration, autonomous workflows, and production-ready systems.
Week 1: The Multi-Model Evaluator (Production Build).
A deep technical learning journal for building a professional side-by-side evaluator using Next.js and AI SDK v6 with Google-first defaults, BYOK providers, streaming comparisons, and robust error handling.
Week 2: Building a Local RAG System with Citations (No Hallucinations)
A practical, implementation-focused chapter on building a local-first RAG pipeline with ingestion, chunking, embeddings, retrieval, grounded answers, and citation-ready output.