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VibeXP Blog

Agent-native product and engineering notes

Practical writing from the VibeXP team on prompt engineering, product operations, and building reliable AI workflows.

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A lone activity-pulse icon (a raw model) points along a dashed arrow to the same icon as a bright core wrapped in concentric layers and ringed by tool icons (the model surrounded by its harness).

Harness engineering is everything built around an AI model (the loop, tools, memory, and guardrails) that turns a raw text generator into an agent that reliably gets real work done. A plain-language guide.

Abstract activity-pulse motif over concentric rings on a dark background.

VibeXP's MCP server now implements the official MCP authorization spec as an OAuth 2.1 Resource Server. Spec-compliant clients connect with zero config — paste the URL, sign in, done. No API keys, no secrets in your config.

Abstract activity-pulse motif over concentric rings on a dark background.

AI tools multiplied faster than our habits for managing them. Here is how VibeXP turns scattered chats, prompts, and outputs into one organized, reusable knowledge base.

Abstract activity-pulse motif over concentric rings on a dark background.

Lost prompts, forgotten context, and outputs buried in chat history cost more than you think. Here is how scattered AI use compounds — and how to fix it.

How VibeXP builds a file-based, agent-friendly blog where every post is a typed markdown file validated at build time.