Blog
Insights, guides, and updates from the Macha team.
Help Center auto-sync: how AI agents stay current with your Zendesk knowledge
The silent failure mode of AI support is stale knowledge. Here's how to stop it.
Should your Zendesk AI agent run autonomously or as a sidebar copilot?
Same agent, two ways to deploy. The choice depends on volume, risk, and how much your team trusts it yet.
AI-powered ticket routing in Zendesk: triage, assign, and classify automatically
The silent productivity drain isn't reply time — it's tickets sitting in the wrong queue. Here's how AI fixes that.
How AI Agents Can Read Image Attachments in Zendesk Tickets
Your customers send screenshots, receipts, and product photos. Now your AI agent can actually see them.
How to Automate Where Is My Order (WISMO) Responses with AI
WISMO tickets make up 30-50% of e-commerce support volume. Here's how to automate them end-to-end.
Using Zendesk Custom Fields with AI Agents for Smarter Automation
Your order numbers, brands, and languages live in custom fields — now your AI agent can read them directly.
How to Set Up AI Agents That Respond Automatically to Zendesk Tickets
From trigger to response in under 60 seconds — no human in the loop.
Building Custom API Tools for AI Agents: A Practical Guide
Connect any REST API to your AI agent in 5 minutes — no code, just a URL template and parameters.
Choosing the Right AI Model for Your Support Agents
GPT-5 Mini vs Claude Sonnet vs Llama — which model should your support agent use?
GPT-5.4 Mini Is Here: What It Means for AI-Powered Customer Support
OpenAI's latest mini model brings a 400K context window and stronger reasoning at just 1.25 credits per message.
Why Context Window Size Matters for AI Support Agents
128K vs 400K vs 200K tokens — what these numbers actually mean for your support team.
The Knowledge Base That Updates Itself: How Past Tickets AI Solves Documentation's Biggest Challenge
Stop manually updating your knowledge base. Past Tickets AI automatically transforms solved Zendesk tickets into searchable documentation, keeping your knowledge current as your product evolves. Perfe