Blog

A developer's guide to MCP for customer support: what the Model Context Protocol actually does, which helpdesks ship an MCP server, and what it leaves you to build.

"Programmable customer support AI" gets read as build-from-scratch. It doesn't have to. Here's the real spectrum of control, and where most teams should land.

Programmatic AI agent access is not one API. It is a spectrum of surfaces (REST, CLI, MCP, webhooks, Network Access), each fitting a different job.

What a service-to-service AI agent actually is, how it differs from a chatbot, and the contract you own when you wire a nondeterministic agent into your support stack.

How to draft AI replies in Freshdesk: what Freddy Copilot does, what it costs, how to turn it on, and where a past-ticket-trained layer goes further.

HubSpot's Breeze agent can't read Google Drive natively. Here are the native workarounds, plus how to connect AI to Service Hub and Drive at once.

How Zendesk AI ticket triage classifies and routes tickets, what it costs, how to set it up, and how to layer an agent that actually resolves them.

Thinking about using Anyscale for your AI workloads? Before you commit, read our detailed 2025 guide on Anyscale pricing. We explain their complex usage-based billing, what really drives up costs, and when a simpler, predictable pricing model might be a better fit for your business needs.

Thinking of decluttering your closet for cash? We dive into the best apps to sell clothes online, comparing fees, usability, and support to help you choose.