I’m a Senior AI Engineer specializing in production-grade AI systems for real business operations. My expertise includes LLM integration, RAG architectures, agentic workflows, AI automation, prompt and model evaluation, API integration, vector search, backend systems, cloud deployment, observability, and AI security. I build end-to-end solutions from data ingestion and retrieval to agent orchestration, human approval workflows, monitoring, and production deployment. I help companies automate complex processes, modernize existing software, and integrate reliable AI capabilities into their products and internal systems

Here’s the “secret sauce”. You don’t need to subscribe to a platform you can build your own, there’s some setting up to do but Claude (or other) will set it up for you, here’s my stack: Localhost running: - Mulitica - https://multica.ai/ - Postgres database, I recommend having it remote - Hetzner VPS using pocketbase - Then your agents I would spec out the essentials but base it on the North Star of your site - To have it accessible externally you can get your own domain and use Cloudlfare to route it (very handy) - You can also do all of this on a VM but I have a dedicated machine so works well with local LLMs if you have enough juice to run one I run 6 sites through it at the moment and I’m adding more as the projects come in.