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ai-adoption-strategy

7 posts

ai-adoption-strategy
Zapier MCP Permission Control: Scoping AI Agent API Access

How Zapier MCP gives AI agents action-level whitelisting, credential isolation, and human-in-the-loop approval, a managed alternative to custom scoped proxies.

mcp · security · ai-agents +4

MCP vs Direct API Access for AI Agents: When to Skip the MCP Layer

Why production teams replace broad MCP access with scoped API proxies. Atlassian, Google Workspace, and Notion via FastAPI proxy, CLI wrapper, and n8n.

mcp · api-design · python +4

MCP Server RBAC, Tool Composition, and Multi-Agent Workflow Patterns

Enterprise patterns for Model Context Protocol: tool composition, multi-agent orchestration, role-based access control, and production observability.

mcp · ai-adoption-strategy · authorization +4

What Is a Forward Deployed Engineer? FDE vs Solutions Architect and TAM

How the Forward Deployed Engineer role differs from Solutions Architect and Technical Account Manager, and why AI implementation made this hybrid role essential.

career · ai-adoption-strategy · enterprise

RAG vs Fine-Tuning vs Off-the-Shelf AI: An Enterprise Decision Framework

A practical 6-level framework for enterprise AI integration: when to use ChatGPT, RAG, MCP agents, or fine-tuning, with a focus on PII and finance compliance.

ai-adoption-strategy · rag · mcp +2

Building an MCP Server in TypeScript: A Production Guide

Learn how MCP standardizes AI tool integration, with TypeScript examples for building servers, managing security, and optimizing performance in production.

mcp · ai-adoption-strategy · claude +3

AI Coding Tools ROI: Measuring Real Business Value1/1

A year-one ROI model for AI developer tools: the cost categories vendors leave out, a go/no-go framework, and the conditions that should change the decision.

ai-adoption-strategy · cost-optimization · industry-trends +3