AI

AI Guides

What AI can do for your business, what it actually costs, and how to hire the right people – without getting oversold.

How to Embed Your App in AI Clients with MCP: Complete Guide for Product Leaders

How to embed your app in Claude, ChatGPT, Cursor, Copilot, and Gemini via MCP. Strategy, embedding depth, auth, build-vs-buy, and discovery for 2026.

Should Your App Be in AI Clients? MCP Strategy Decision Framework

MCP strategy framework: three diagnostics, four postures (aggressive multi-client, narrow strategic, defensive read-only, no-ship), and what each one costs.

MCP Client Comparison: Claude vs ChatGPT vs Cursor vs Copilot vs Gemini

MCP client comparison: Claude, ChatGPT, Cursor, Microsoft Copilot, Gemini, Perplexity. Distribution, auth, audience, and discovery side-by-side.

MCP Embedding Types Explained: Read-Only vs Actions vs Agent-Resident

MCP embedding levels: read-only, actions, agent-resident. Tool definitions, idempotency patterns, reversibility, and when to ship at each level.

MCP Auth and Security: OAuth, Scopes, and Enterprise Permissions Guide

MCP authentication: OAuth 2.1 + PKCE, Dynamic Client Registration, scope design per-resource per-verb per-sensitivity, audit logs, and SOC 2 mapping.

MCP Build vs Buy: Should You Hire a Development Partner or Build In-House?

MCP build vs buy: in-house vs partner cost, team composition, contract structure, hybrid models, and the decision rubric for 2026.

How to Evaluate an MCP Development Partner: Buyer's Checklist for 2026

How to evaluate an MCP development partner: production references, embedding-level experience, technical artifacts, scorecard, brief template, and red flags.

MCP App vs MCP Server vs Connector: Definitive Terminology Guide for 2026

MCP terminology, untangled: MCP server vs MCP app vs connector vs plugin. The working vocabulary product teams need before shipping in 2026.

How Much Does AI Implementation Cost? A Buyer's Cost Model

AI implementation cost broken down: build, run, and hidden costs. Real ranges, TCO math, and how to evaluate vendor proposals defensibly.

Do You Need an AI Strategy Consultant? A Decision Framework

When hiring an AI strategy consultant is worth it and when you're paying for advice you already know. A decision framework for business leaders.

AI Consulting for Small Business: What Good Looks Like (and What It Costs)

AI consulting for small business: what good consultants do, what they cost, and how to tell strategy from upselling before you commit.

AI Tools for Small Business: A Buyer's Guide, Not a Vendor List

AI tools for small business evaluated by total cost of ownership, not feature lists. Includes hidden costs, comparison framework, and pilot process.

The Honest Guide to AI for Small Business in 2026

AI for small business: what works for 10-50 person companies, realistic implementation costs, and how to spot vendor overselling.

AI for Startups: What's Worth Building and What's a Waste of Money

AI for startups: when to invest engineering resources, when to buy off-the-shelf, and when AI is a distraction from your core product.

AI Design Agencies: What They Do, What They Cost, and How to Choose One

AI design agency guide: what they deliver, realistic pricing, and how to choose between AI-native shops and traditional agencies with AI capabilities.

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