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Generate a Support Report Spreadsheet With AI — From a Conversation
Macha's File Tools let AI agents turn a chat or a schedule into a real support report spreadsheet (.xlsx) — plus CSV, PDF and Word docs — from live helpdesk data.
How AI Vision Reads Screenshots, Receipts & Product Photos on Support Tickets
How Macha's AI agents read image attachments on tickets — screenshots, receipts, product photos — to triage, extract text, and act. Models, limits, and a real workflow.
Human-in-the-Loop AI Agents: Chatting Through Tool Calls, Confirmations, and Attachments
How human-in-the-loop AI agents work: the HITL pattern taxonomy, HITL vs HOTL oversight, and Macha's chat where you approve every write action before it runs.
Crawl Your Website as an AI Agent Knowledge Source
How to crawl your website, help center, or docs into a Macha knowledge source so your AI agents answer from your real content — scope, limits, and watch-outs.
Scoping Knowledge: All Documents vs Hand-Picked Sources Per Agent
Give each Macha agent only the documents it should answer from. How the All documents vs Selected scope toggle works per agent, when to use each, and why.
Live Data Sources vs Uploaded Files: Which to Use When
A practical decision guide to Macha agent knowledge: when to upload a file, when to connect a live Google Docs/Notion/Confluence source, and how to avoid stale answers.
How to Migrate from Front to Freshdesk (2026 Guide)
A practical Front to Freshdesk migration guide: why teams move for cost and ticketing, what data moves vs what you rebuild, the Support-gated Front export, rule→automation mapping,
Giving Your AI Agent a Knowledge Base: Uploads, Website Crawl & Live Sources
How to give a customer-support AI agent a knowledge base in Macha — upload files, crawl your website, or connect live Google Docs and Notion. Three access modes, real limits, and w
How to Migrate from Gorgias to Freshdesk
A cost-driven guide to migrating from Gorgias to Freshdesk: how to export tickets, what maps vs what you rebuild (macros, rules, Shopify-widget parity), native CSV limits, downtime
Guardrails for Autonomous Agents: Debounce, Caps, Auto-Disable & Loop Safety
How to keep an autonomous support agent safe: debounce runaway events, cap runs, auto-disable on errors, and break Zendesk trigger loops. With Macha's real defaults.
Freshdesk Webhook Not Firing: Troubleshooting
A step-by-step troubleshooting guide for when a Freshdesk webhook won't fire: rule conditions, execution order, payload and auth, endpoint 4xx/5xx errors, retries, and request-bin
Custom Webhooks: Trigger an Agent From Any System, No Connector Required
Generate a signed webhook URL in Macha and fire an AI agent from any system that sends HTTP — no connector needed. How custom webhook triggers, signing secrets, debounce, and paylo
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