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Field notes

Writing from inside the work.

Agent engineering, PE portfolio operations, what does and doesn't move EBITDA. Notes from building Drake and scoping agents into portcos.

Apr 16, 2026·7 min read

How Drake runs 24/7 lead generation for PE funds

Drake is a VP of Deal Origination. He answers inbound in under two minutes, runs personalized outreach at a volume no human sustains, and never forgets a follow-up. The playbook, and how it translates to any portco lead-gen function.

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Apr 16, 2026·8 min read

You're not buying software. You're hiring an employee.

The scoping mistake that kills most portco AI projects. AI can do many things, and that is the trap. You are hiring a role, not buying a tool, and the offer letter has to exist before the build.

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