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.
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...
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The problem: a retrieval-augmented chatbot whose knowledge base drifts out of date the moment the source docs change — unless someone remembers to manually re-embed everything.