The US pulling Anthropic’s models creates an immediate, billable need: AI provider abstraction layers.
Every company running on a single frontier API now has a single point of regulatory failure. Independent developers who can build provider-agnostic middleware — routing between...
AI resume builder with RAG chat — shipped to production, $0 recurring infra.
I design and build lean, production-grade AI products. My latest, kairesume (live at kairesume.fit ), tailors resumes to any job description, scores ATS keyword match, drafts cover letters, and answers...
The AI market just hit a structural inflection: ChatGPT fell below 50% market share for the first time, with Claude at 10.3% and Gemini at 27.7%. Every company that built their AI product on a single provider now has a fragmentation problem.
Automated RAG vector store sync (n8n + Supabase pgvector)
The problem: a retrieval-augmented chatbot whose knowledge base drifts out of date the moment the source docs change — unless someone remembers to manually re-embed everything.