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Tips, guides, and insights on AI teammates, smarter support, and building better teams.

AI agent MCP server: what it is and how support teams use it
An AI agent MCP server exposes your tools and data over one standard interface. Here is what that actually means for a support team, and where it stops.

How to automate customer support from the command line in 2026
You can automate a lot of support from the terminal: routing, tagging, escalation, exports, scheduled sweeps. Here's the ladder of what's scriptable, and the one rung that isn't.

How to manage AI agents from the terminal
Managing AI support agents from the command line sounds like a power move. Here is what is actually scriptable today, what is not, and how to not fly blind.

AI agent CLI: running and controlling support agents from the terminal
What an AI agent CLI is, the model and framework tools that offer one, and where a command line helps (or hurts) when the agent's real job is answering support tickets.

A CLI for customer support: how to run support like code in 2026
A CLI for customer support isn't one magic binary. It's a way to make support programmable, testable, and versioned. Here's what actually works from the terminal.

Programmable customer support AI: how much can you actually control? (2026)
"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.

Customer support CLI: run tickets and AI agents from the terminal
There is no single customer support CLI that resolves tickets. Here is what the terminal actually gives you, from zcli to curl to MCP, and where a teammate fits.

AI helpdesk API: what it is and how to add AI to your helpdesk
"AI helpdesk API" splits into two jobs: reaching your helpdesk's built-in AI, and wiring your own AI in. Here's what each vendor exposes, and what it costs.

Headless AI customer support: what it is and how to build it
Headless AI customer support means one support engine you call from any frontend. Here's what the pattern really needs, and the two ways to get it.
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