AI & LLM Infrastructure
Webomage designs and operates production-grade AI/LLM infrastructure that connects models, data, and applications with robust cloud and DevOps practices.
Focus Areas
Multi-provider LLM Integrations
OpenAI-like, Anthropic, Hugging Face, custom models, and specialized providers blended into unified systems.
Advanced Orchestration
LangChain (Python & JS), LangGraph, Crew.AI, Flowise, Hatchet for complex agentic workflows.
RAG Pipelines
Retrieval-Augmented Generation with domain-specific data processing, vectorized search, and context management.
Evaluation & Routing
Routing intelligence based on performance metrics (SWE-bench) and custom business benchmarks.
Example Work
Merchant & Chatbot Platforms (Agentsmith)
Integrated Hugging Face, Flowise, and merchant assistants with Docker and CI/CD. Designed workflows for fine-tuning and safe rollout.
YC-backed AI Startup
Connected multiple AI tools and LLM providers to production infrastructure, enabling advanced debugging and gradual deployment. Case study →
Healthcare & Compliance AI
Architected AI services with HIPAA, SOC 2, and GDPR readiness, focusing on auditability and monitoring.