A 30-minute video is too long for one conversation. This guide walks the 8-step Skill that locks the narration and one look, then gives each 3-minute segment to a fresh sub-agent, five at a time, and polishes the cut in an empty-context session.
The folder structure behind my AI agent team, the Herdr setup where Grok Build, Claude Code and Kimi Code work side by side, and the two live tasks from the video: an article published by voice and a three-model front-end test.
Eight folders of plain Markdown, a CLAUDE.md index in each, and seven prompts that make your agent interview you. Every prompt, template and command from the video, in order.
Self-hosted agent framework
Revenue models are easy to list and hard to price. Here are seven with the actual monthly running cost attached — including the three that quietly stop working once volume goes up.
Deploy Hermes Agent with Docker on a $5 VPS: Docker Compose, s6-overlay process supervision, a seven-layer security model, Bitwarden secrets and multi-profile containers, which is what decides whether ai automation tools survive the person who set them up.
Same twelve questions, four inboxes, no shared history. One gateway across 22 platforms closes the split, so an ai assistant for business remembers on Discord what it answered on Telegram. Architecture, install, and two months of production pitfalls.
A week of progressively harder tests on Hermes Agent: cold-start memory, open-ended tool calling, skill self-learning, multi-agent coordination, hostile input, sustained load. Where it beats OpenClaw, where it does not, and the security round workflow automation software reviews skip.
When I figure out how to get something real done with AI, you get the write-up — every step, including the parts that didn't work.