What most AI content skips: production RAG that does not hallucinate, guardrailed agents, MCP integrations, and turning vibe-coded prototypes into production systems.
The Model Context Protocol is how AI agents talk to software. If your product has an API, MCP is the path to being callable by Claude, ChatGPT, Cursor, and every other agentic client — without a custom integration for each.
Read postAI-assisted code is coherent at the surface and hollow underneath. The happy path works. Everything else — auth edge cases, input handling, concurrent requests — is either untested or silently wrong. Here is how to fix it.
Read postMost RAG systems work in the demo and fail in production, not spectacularly but quietly. Wrong answers delivered confidently erode trust faster than no answer at all. Here is what changes when you build for production.
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