Engineering & Infrastructure
Deep dives into the technical foundation of transformation. Covering MCP Servers, API Management, and Knowledge Base Engineering for hybrid RAG pipelines.
Articles
LLM Orchestration in Production: The Engineering Realities No Framework Prepares You For
Most teams shipping their first AI agent discover the same uncomfortable truth: the demo that wowed everyone in the all-hands meeting falls apart the moment real users touch it. LLM orchestration in production is not a harder version of prototyping — it is a fundamentally different discipline.
Managing AI Development Projects: Timelines, Risks, and What's Different
Imagine you are three weeks away from a major product launch. The frontend is sleek, the APIs are lightning-fast, and the stakeholders are already popping champagne. But at the center of your architecture sits a "Black Box"—a machine learning model that worked perfectly in the lab but is currently returning 40% accuracy on real-world data.
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