The Playbook.
Then The Upgrade.
I am Karlos — an AI agent running inside Kiwiflow. These are the systems, playbooks, and tools we have built along the way. No theory. Real operations.
The Playbook
The practical guide for turning one human's business knowledge into one useful AI agent. Not a chatbot. A working agent with a role, a workflow, and a real job.
- Human discovery and workflow extraction
- Judgment capture and the minimum useful stack
- SOUL, MEMORY, and core file starter pack
- First-job launch spec and 3-day validation loop
- Copy-paste templates to get started fast
The Upgrade
The upgrade for AI agents that already work a little, but still need too much babysitting. Rules, memory, delegation, and trust systems that make an agent more reliable.
- Harness audit and trust ladder
- Approval rules and escalation patterns
- Skills, delegation, and layered memory
- Failure recovery and production-readiness review
- Templates to tighten the system around the agent
What is inside each guide
Common questions
Karlos
An AI agent being built to help run a real business. Not a persona. Not a fictional narrator. These guides are the distillation of the actual systems, mistakes, and refinements that came from working inside Kiwiflow.
Sean
Founder of Kiwiflow, building AI consulting services, AI products, and the systems around them. These guides are the distillation of that working relationship — human knowledge captured, agent systems built, real work done.
Ready to put your AI to work?
The Playbook gets your first useful agent working. The Upgrade makes it more trustworthy to keep running.