L I B R A R Y · S C E N A R I O S
Teaching Scenarios
Narrative operator lessons written as teaching scenarios — patterns to test, not guarantees.
60 articles
5 clusters
Search this series
Start here
Why Every CFO Should Care About AI Agents in 2026
A practical operator guide to Why Every CFO Should Care About AI…: what changes in real workflows, how to design for production, and what to measure before…
The 3-Layer Agent Stack Every Business Needs
A practical operator guide to 3-Layer Agent Stack Every Business Needs: what changes in real workflows, how to design for production, and what to measure…
Agent Audit: The 5 Questions Before You Build
A practical operator guide to Agent Audit: The 5 Questions Before You…: what changes in real workflows, how to design for production, and what to measure…
How to Price an AI Agent Project (The Real Formula)
A practical operator guide to Price an AI Agent Project (The Real…: what changes in real workflows, how to design for production, and what to measure before…
Build Log 11
- 01Build Log #1: What I'm Shipping This WeekA practical operator guide to Build Log #1: What I'm Shipping This Week: what changes in real workflows, how t
- 02Build Log #2: The Agent That Reads ContractsA practical operator guide to Build Log #2: The Agent That Reads…: what changes in real workflows, how to desi
- 03Build Log #3: Automating the Weekly Report Nobody ReadsA practical operator guide to Build Log #3: Automating the Weekly…: what changes in real workflows, how to des
- 04Build Log #4: The Agent That Never Misses a Follow-UpA practical operator guide to Build Log #4: The Agent That Never…: what changes in real workflows, how to desi
- 05Build Log #5: Week 2 Recap — What Shipped, What BrokeA practical operator guide to Build Log #5: Week 2 Recap — What…: what changes in real workflows, how to desig
- 06Build Log #6: Building an Agent That Monitors CompetitorsA practical operator guide to Build Log #6: Building an Agent That…: what changes in real workflows, how to de
- 07Build Log #7: The Agent That Onboards New ClientsA practical operator guide to Build Log #7: The Agent That Onboards…: what changes in real workflows, how to d
- 08Build Log #8: Agents That Talk to Each OtherA practical operator guide to Build Log #8: Agents That Talk to Each…: what changes in real workflows, how to
- 09Build Log #9: The Agent Economy in My Own BusinessA practical operator guide to Build Log #9: The Agent Economy in My…: what changes in real workflows, how to d
- 10Build Log #10: 4-Week Retrospective — What I ShippedA practical operator guide to Build Log #10: 4-Week Retrospective —…: what changes in real workflows, how to d
- 11Build Log #11: Designing an Agent With Its Own BudgetA practical operator guide to Build Log #11: Designing an Agent With…: what changes in real workflows, how to
Client Win 14
- 01The $40K Hire We Replaced With an AgentA practical operator guide to $40K Hire We Replaced With an Agent: what changes in real workflows, how to desi
- 02This Broken Sales Process Cost $18K/MonthA practical operator guide to This Broken Sales Process Cost $18K/Month: what changes in real workflows, how t
- 033 Agents. One 7-Figure Operation.A practical operator guide to 3 Agents. One 7-Figure Operation.: what changes in real workflows, how to design
- 04The Customer Support Team That Costs $200/MonthA practical operator guide to Customer Support Team That Costs…: what changes in real workflows, how to design
- 05How a Solo Founder Competes With 50-Person TeamsA practical operator guide to How a Solo Founder Competes With…: what changes in real workflows, how to design
- 06The Recruiting Process That Now Runs Without a RecruiterA practical operator guide to Recruiting Process That Now Runs…: what changes in real workflows, how to design
- 07The Finance Report That Used to Ruin MondaysA practical operator guide to Finance Report That Used to Ruin Mondays: what changes in real workflows, how to
- 08The Newsletter That Writes Itself (And Converts Better)A practical operator guide to Newsletter That Writes Itself (And…: what changes in real workflows, how to desi
- 09How We Turned a Cost Center Into a Profit Center With One AgentA practical operator guide to Turned a Cost Center Into a Profit…: what changes in real workflows, how to desi
- 10The Supply Chain Alert System That Saved $2MA practical operator guide to Supply Chain Alert System That Saved $2M: what changes in real workflows, how to
- 11The HR Team That Now Handles 3x the WorkloadA practical operator guide to HR Team That Now Handles 3x the Workload: what changes in real workflows, how to
- 12From 30-Day Sales Cycle to 8 Days: The Agent Layer That Changed EverythingA practical operator guide to From 30-Day Sales Cycle to 8 Days: The…: what changes in real workflows, how to
- 13The Due Diligence Agent That Impressed an InvestorA practical operator guide to Due Diligence Agent That Impressed an…: what changes in real workflows, how to d
- 14The Last Reel of Month 1: My Favorite Client WinA practical operator guide to Last Reel of Month 1: My Favorite…: what changes in real workflows, how to desig
Framework 12
- 01The 3-Layer Agent Stack Every Business NeedsA practical operator guide to 3-Layer Agent Stack Every Business Needs: what changes in real workflows, how to
- 02The Agent ROI Formula (Steal This)A practical operator guide to Agent ROI Formula (Steal This): what changes in real workflows, how to design fo
- 03Agent Audit: The 5 Questions Before You BuildA practical operator guide to Agent Audit: The 5 Questions Before You…: what changes in real workflows, how to
- 04Steal This Tokenomics Model: 3 Layers of Agent ProfitabilityA practical operator guide to Steal This Tokenomics Model: 3 Layers…: what changes in real workflows, how to d
- 05The 4 Agent Archetypes in Every Scalable BusinessA practical operator guide to 4 Agent Archetypes in Every Scalable…: what changes in real workflows, how to de
- 06How to Price an AI Agent Project (The Real Formula)A practical operator guide to Price an AI Agent Project (The Real…: what changes in real workflows, how to des
- 07The Agent Governance Checklist (Before You Go Live)A practical operator guide to Agent Governance Checklist (Before You…: what changes in real workflows, how to
- 08The 80/20 of Agent Use Cases for B2B BusinessesA practical operator guide to 80/20 of Agent Use Cases for B2B…: what changes in real workflows, how to design
- 09How to Build a 90-Day Agent Roadmap for Any BusinessA practical operator guide to Build a 90-Day Agent Roadmap for Any…: what changes in real workflows, how to de
- 10The Business Case Template for AI Agents (Pitch Your CFO)A practical operator guide to Business Case Template for AI Agents…: what changes in real workflows, how to de
- 11When NOT to Use AI Agents (The Honest Framework)A practical operator guide to When NOT to Use AI Agents (The Honest…: what changes in real workflows, how to d
- 12The Agent Economics Scorecard: Rate Your BusinessA practical operator guide to Agent Economics Scorecard: Rate Your…: what changes in real workflows, how to de
Macro Econ 12
- 01The Job Titles That Won't Exist in 3 YearsA practical operator guide to Job Titles That Won't Exist in 3 Years: what changes in real workflows, how to d
- 02Agent GDP Is Coming. Most Businesses Will Miss It.A practical operator guide to Agent GDP Is Coming. Most Businesses…: what changes in real workflows, how to de
- 03Why Every CFO Should Care About AI Agents in 2026A practical operator guide to Why Every CFO Should Care About AI…: what changes in real workflows, how to desi
- 04The Agent Marketplace Economy Is Already HereA practical operator guide to Agent Marketplace Economy Is Already Here: what changes in real workflows, how t
- 052026 Prediction: The Agent Stack Will Replace the SaaS StackA practical operator guide to 2026 Prediction: The Agent Stack Will…: what changes in real workflows, how to d
- 06The Quiet Collapse of Middle-Layer Business ServicesA practical operator guide to Quiet Collapse of Middle-Layer Business…: what changes in real workflows, how to
- 07Why Investors Are Betting on Agent Infrastructure, Not AppsA practical operator guide to Why Investors Are Betting on Agent…: what changes in real workflows, how to desi
- 08The Autonomy Spectrum: Where Your Business Should Be in 2026A practical operator guide to Autonomy Spectrum: Where Your Business…: what changes in real workflows, how to
- 09Independence Day Special: The New American Business ModelA practical operator guide to Independence Day Special: The New…: what changes in real workflows, how to desig
- 10The New Org Chart: Human Roles in an Agent EconomyA practical operator guide to New Org Chart: Human Roles in an Agent…: what changes in real workflows, how to
- 11The Sovereign Agent Economy: What Happens When Businesses Own Their AIA practical operator guide to Sovereign Agent Economy: What Happens…: what changes in real workflows, how to d
- 12Month 1 Done: The State of the Agent Economy Right NowA practical operator guide to Month 1 Done: The State of the Agent…: what changes in real workflows, how to de
Token Economics 11
- 01Tokens Are the New Payroll — Are You Managing Them?A practical operator guide to Tokens Are the New Payroll — Are You…: what changes in real workflows, how to de
- 02Why Cheap Models Actually Cost MoreA practical operator guide to Why Cheap Models Actually Cost More: what changes in real workflows, how to desi
- 03The Hidden 10x Multiplier in Agentic SystemsA practical operator guide to Hidden 10x Multiplier in Agentic Systems: what changes in real workflows, how to
- 04Token Cost vs. Value Created: The Only Metric That MattersA practical operator guide to Token Cost vs. Value Created: The Only…: what changes in real workflows, how to
- 05Context Windows Are Costing You a Fortune — Here's How to Fix ItA practical operator guide to Context Windows Are Costing You a…: what changes in real workflows, how to desig
- 06The Token Budget: How Smart Teams Manage AI SpendA practical operator guide to Token Budget: How Smart Teams Manage AI…: what changes in real workflows, how to
- 07Prompt Engineering Is Dead. System Design Is What Matters.A practical operator guide to Prompt Engineering Is Dead. System…: what changes in real workflows, how to desi
- 08The Real Cost of Hallucination in Production AgentsA practical operator guide to Real Cost of Hallucination in…: what changes in real workflows, how to design fo
- 09Caching Is the Most Underused Lever in Agent EconomicsA practical operator guide to Caching Is the Most Underused Lever in…: what changes in real workflows, how to
- 10Model Routing: The Strategy That Cuts Costs Without Cutting QualityA practical operator guide to Model Routing: The Strategy That Cuts…: what changes in real workflows, how to d
- 11The Token Economics of Long Context vs. RAGA practical operator guide to Token Economics of Long Context vs. RAG: what changes in real workflows, how to
Want this applied to your stack?
Fixed-scope pilots for AI agents and automations. Map first. Ship one real workflow. Then run it.