3 quotes from 1 episode on How I AI, each with a timestamped link to the source.
3 quotes1 episode
The short version
William Imoh states that automating core operations requires giving AI agents full access to internal systems. To chase a 100x revenue mandate, an automated org chart processes data and scores job applicants without human intervention.
Most interesting insights
Software is shrinking into custom databases designed around specific problems.
“I have a firm belief that we are going to be left with systems of record, like a custom database that is designed around a problem…”
An automated org chart mapped to Lord of the Rings characters pursues a 100x growth goal. To keep operational contexts separated, a central Chief of Staff persona routes the work.
“I put together a mandate internally and I called it 100x…”
Agents receive read and write permissions across email, Calendar, Linear, and Notion without manual approvals. Raw customer data and company bank accounts remain the only restricted areas.
“Now, I know it is counterintuitive in some parts and some conversations that you want to be skeptical about what AI has access to and what it doesn't, what it has read or write access to…”
William Imoh, founder of Hackmamba, automated core company operations by building a multi-agent system in Grok Bot instead of hiring administrative staff.
To scale operations to oversee 25 people and chase a 100x revenue mandate, Imoh assigned operational personas mapped to characters from The Lord of the Rings.
William Imoh gives autonomous agents unrestricted read and write access to his email, calendar, Linear, and Notion, restricting only raw customer data and company bank accounts.
When agents hit integration walls, Imoh bypasses manual approval by turning on autonomous computer use and selecting "allow always" on browser prompts.
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