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.
Run a one-person business with AI: offers, marketing, SEO, e-commerce, income
Before asking which product to sell, ask whether the category is worth entering at all. Five dimensions — lifecycle, saturation, price band, creator ecosystem, whitespace — turn one person's gut call into a written check any teammate can run before capital moves.
Most sellers pick products from whatever is trending. This system takes one keyword and returns a 600-line market report — product data, store strategies, creator analytics, pricing, and an 8-week action plan. The transferable part is the 11 named steps anyone can rerun.
Nobody sold anything. A community member built a small tool for himself, posted it, and had paying users within days. The thousand-true-fans math, why trust outruns traffic, and three ai for small business paths you can start this weekend.
Passive income advice never names which revenue line keeps running when you stop. This one does: the structural difference between a business that survives your absence and one that does not, the tool stacks behind each, and an honest month-by-month ramp for a one-person small business.
Everyone ranks the tools. Nobody tells you how to check the work. Four kinds of check, three copy-paste checklists, and the part a checklist can't catch.
An AI virtual assistant for small business can take some jobs whole, help with others, and must never touch a third kind. Sort them by who takes the blame.
AI for small business is easy in month one and awkward in year two. Here is the folder, the rerun checklist, and the delete list.
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.
84 articles, 225 views, 0 likes. A day spent building the distribution layer that publishing alone never provides: four reusable systems for repurposing, internal linking, and resurfacing old work, plus the prompts behind each one.
Work that nobody complains about and nobody owns is the work that never gets done. Nothing breaks when one is missing, which is exactly why a hundred go missing. That shape of task is the clearest signal to automate business processes, and 155-character descriptions are the textbook case.
A topic plus a deadline is not a brief. It is an invitation to guess, and every writer guesses differently. Settling the answerable question before anyone writes is the cheapest quality control there is, and the one input a company can standardise when it moves to automate business processes.
SEO is where workflow automation pays off fastest: 112 CLI commands covering keyword research, site audits, indexing, link checks, GEO optimization, and AI search visibility — organized by website lifecycle stage, so you run the five that matter now instead of all 112.
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.