Resources | AI-Enabled Operations, Integration & AI Architecture

Agentic AI Employees

Flagship first-agent build kit. A public, practical look at an eight-employee AI fleet: named roles, Hivemind shared memory, cloud infrastructure, model routing, caching, human review, and recovery. Read the build guide first, then begin Session Zero with the copy-ready prompt.

Preview the build guide

Agentic Fleet Build Guide Preview

Review the 24-page guide, then download the complete build artifact for a founder, operator, or AI builder.

Page 1 of 24

Agentic Fleet Build Guide cover page preview — Page 1 - Agentic Fleet Build Guide

Guide contents and build sequence preview — Page 2 - How to use the guide

What makes an autonomous agent preview — Page 3 - What autonomous means

Session Zero starter prompt handoff preview — Page 4 - Start Session Zero

Completed agent contract preview — Page 5 - Read the contract back

Plain-English build plan preview — Page 6 - The plan

Required agent documents preview — Page 7 - Paperwork before code

Accounts and permissions setup preview — Page 8 - Accounts and permissions

Empty cloud run preview — Page 9 - The empty run

Safe agent run sequence preview — Page 10 - The shape of every run

Cron schedule guide preview — Page 11 - Cron scheduling

Daylight saving time scheduling preview — Page 12 - Timezone and daylight saving

Duplicate suppression preview — Page 13 - Prevent duplicate runs

Audience and action ceiling preview — Page 14 - Cap blast radius

Observability and run ledger preview — Page 15 - Observability

Independent alerting loop preview — Page 16 - Loud failure

Per-agent stop button preview — Page 17 - The stop button

Confined pilot output preview — Page 18 - Build on a leash

Agent failure testing preview — Page 19 - Break it on purpose

Bounded self-healing preview — Page 20 - Bounded self-healing

CI launch gate preview — Page 21 - Make the rules mechanical

Evidence-based promotion preview — Page 22 - Promote on evidence

Shared memory, model routing, and caching preview — Page 23 - Memory, routing, and caching

Agent Builder Starter Prompt companion preview — Page 24 - The companion prompt

Download the build guide Explore the build guide

Step 2. Start Session Zero. Download or copy the prompt, paste it into your build assistant, and answer one plain-English question at a time.

Download the starter prompt

Downloadable Templates

AI Project Manager

A practical guide to designing an AI project manager that captures commitments, keeps a shared tracker current, surfaces blockers, and protects human ownership. Includes editable skill and setup-checklist templates.

Explore the Guide + Templates

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AI-Enabled Operations Framework Summary

A concise overview of the six-stage framework for productizing operations in modern AI-enabled environments. Designed for leaders who want a faster way to understand the model before exploring the full framework and long-form briefs.

Explore Framework Summary

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AI-Enabled Operations Dashboard

An interactive, single-screen dashboard prototype for AI-enabled operating visibility, structured execution, and faster review in modern AI-enabled work.

Explore the Dashboard

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PasteFlow

A Chrome extension that turns browser-based input friction into human-rhythm typing for web editors, forms, surveys, and AI-assisted work. Built as a practical proof point for productizing operations in modern AI-enabled workflows.

Explore PasteFlow