How I built an LLM automation pipeline at Alma Media that processes meetings end-to-end — from Teams transcript to Jira ticket to Slack update — in 30 seconds using Claude and MCP.
Claude doesn’t remember anything between sessions. Every conversation starts from zero. That’s the default, and for most people, it stays that way. I decided early on that I didn’t want to spend any part of my working day re-explaining who I am, what I’m working on, who my colleagues are, or which Jira project maps…
How I built 9 AI integrations independently at Alma Media — from LLM automation pipelines to agentic content publishing — without a dedicated engineering team.
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