Zerto Docs MCP — Part 2: Hybrid Search and a Curated Knowledge Layer
Running a public Zerto Docs MCP server taught me the ceiling of dense-only retrieval. This is the story of finding it, fixing it with BM25 + RRF + reranker, and…
Year: 2026
AI-Powered Grain Market Tracking for Farmers
How I built a self-hosted grain-marketing dashboard for my farm — scraping local cash bids, computing basis against CBOT, summarizing the day with a guard-railed LLM, and exposing the whole…
My Zerto Docs MCP Server: Ask Claude (or Copilot, or Cursor) Real Questions
A hosted MCP server that lets Claude, Copilot, Cursor, and other LLM clients answer Zerto questions using the actual help.zerto.com docs — 21,000 pages across 360+ bundles plus the entire…
Introducing Webhook Server: Windows-Native Webhooks for Zerto (and Anything Else)
If you’ve ever tried to wire a Zerto pre/post script to “go do something real” on a Windows host — update DNS, kick a Slack channel, restart a service, ping…
I Built an Entire Company Out of AI Agents – Part 1
*This is Part 1 of a two-part series. This post covers how V4D was built, why I decided to staff it with AI employees, and what the “company” looks like…
Troubleshooting Keycloak Authentication
Keycloak became the cornerstone of the Zerto appliance back in 10.0 (wow, it’s been almost 5 years!) and over that time we have tried to simplify getting started, as well…