Observations from the build
Technical capability is just the entry point. Enterprise adoption demands integration depth, security architecture, and workflows that honor existing systems without friction.
Read →Just as USB standardized hardware connectivity across devices, MCP is standardizing how AI agents connect to external systems. The implications for system architecture are profound.
Read →Theory is cheap. Real understanding comes from building. Building autonomous systems reveals what actually works—and what's still smoke and mirrors.
Read →Three months hands-on. Five production workflows. More failures than wins. Here's what actually works with agentic document processing and where the walls are.
Read →Single-model strategies create technical debt. Claude for reasoning. GPT for speed. Gemini for multimodal. Route to what's optimal for the task, not what's available.
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