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Articles on practical AI workflows.

Readable guides to AI workbench harnesses, MCP, APIs, evidence, review, and artifacts people can inspect.

Practical AI / MCP / Workflows

The AI Workbench Harness: How Practical AI Gets Connected to Real Work

How files, APIs, databases, MCP tools, reusable skills, templates, checks, and human review turn AI from a chat box into a practical workbench.