AI Model Costs: Why Kojo Tested Routing Before Making a Full-Time Hire
When AI spend rivals a new hire, use task costs, correction time and model routing to make the call without gambling your runway.
The One Disputed Action That Can Turn a Ready AI Agent Into a Liability
Your AI agent passed every test. Before launch, define which actions it can take alone and where human approval must remain.
Ama's customer contract. Six weeks to prove paid use without losing the roadmap.
Hiring an AI product partner? Use this scope-cutting test to protect runway, serve the customer and learn what the product must prove.
When Should an African AI Startup Choose Venture Funding Over Customer Revenue?
The evidence I would demand before choosing venture capital over customer-funded growth for an African AI startup.
Custom Development Contracts: How Kojo Protected the Product Roadmap
Before a big contract consumes your roadmap, use this decision rule to test whether it funds your product or quietly replaces it.
The Four-Square Grid Steve Jobs Drew, and What Apple Could No Longer Fund
Your best AI feature may be too late to save the company. Learn how to rank roadmap work against revenue and runway.
Kojo’s investor praise came with no cheque. Three interviews challenged his roadmap.
Investor praise will not prove demand. See how three customer interviews can expose the assumption your polished AI demo hides.
Which Customer Outcome Must Survive When a Senior Engineering Hire Is Paused?
Your next round is uncertain and the senior hire is paused. Here is how to choose the product work your current team can safely carry.
Pausing a Senior Engineering Hire: How Kwame Made the Roadmap Admit Its Limits
When funding disappears, the senior hire is only the first pause. Learn how to rebuild ownership before the roadmap breaks.
The Eighth Server Knight Capital Missed, and the $460 Million Consequence
Your AI demo finally works. Then another model changes the answer. Here is how to decide what the demo actually proved.
Kwame’s Product Was Expendable. His Customers and Runway Were at Risk.
If a buyer wanted your customers but planned to retire your product, what would you protect? A founder’s guide to reading the real deal.
What Happens When Nine Months of Runway Excludes a Critical Hire?
Your runway may look healthy because the plan leaves out the hire needed to deliver it. Here is how to expose the real tradeoff.
AI Agent Launch Decisions: Why Kwame Shipped Berlin With Human Approval
When a working AI agent meets a closing launch window, use scope, human approval and Monday’s evidence to decide whether to ship.
The Eighth Server Knight Capital Missed, and the $460 Million Consequence
Every test passed. The feature still failed its first real user. Learn the release check most product teams skip.
Kwame’s unexplained payment retry. One duplicate could cost the team trust.
Your AI-generated code passed the demo. Before you merge it, make sure someone can explain how it fails and how to roll it back.
What If Your Flawless AI Demo Still Has No Buyer?
Your AI demo works. Now find the person with the budget, the costly problem and a reason to buy before you build another feature.
AI Purchasing Workflow: Why Kwame Stopped a Perfect Demo Before It Went Live
Your AI demo passed every test. Before you ship, answer the workflow question model accuracy cannot: who owns what happens next?
The Cereal Boxes Airbnb Sold, and What They Could Not Prove
African startup funding is rising. Here is how to decide whether to chase investors or spend six months proving customer demand.
Kofi’s obsolete product citation. Six weeks of runway put his proposal at risk.
What should a founder do when AI repeats a promise for a product that no longer exists? Preserve the evidence and correct the expectation.
Should I Pause the Roadmap When No One Can Explain What My Company Does?
AI assistants cannot explain your company? Pause the roadmap and fix the positioning evidence they use before shipping more features.