REALCOSTAI
AGENTIC ECONOMICS. MEASURE. GOVERN. MAXIMIZE.
INTELLIGENCE FOR THE TOKEN CRISIS
THE REAL
COST OF
RUNNING AI.

A weekly intelligence briefing on the economics of AI and agentic systems. We map where costs compound in production, and publish the frameworks that help teams govern AI spend before it becomes a crisis.

From solo founder to CFO — for anyone who wants to understand what running AI actually costs, and what to do about it.

WHAT'S INSIDE EVERY ISSUE
Know which model to run before you pay the bill
Understand why your agentic loop costs 10x what it should
Frameworks your CFO and engineers can actually agree on
Open-source paths to near-zero inference cost
Real numbers — no vendor spin, no benchmark games
The signal your cloud bill won't give you
WHY WE EXIST

Cost is a signal.
Let's read it together.

JOIN THE COMMUNITY — FREE, WEEKLY

FREE. WEEKLY. UNSUBSCRIBE ANYTIME.

[01]

Model Economics

Which model gives you the most output per dollar — tracked weekly across every major provider so you stop guessing.

[02]

The Hidden Multiplier

Why your agentic system costs 10x more than the API price suggests. Loop depth, retry cascades, context bloat — mapped.

[03]

Spend Control

Frameworks that let your team ship fast without a surprise bill. Patterns that engineering and finance can both act on.

[04]

Build Near Zero

Open-source paths and cost optimization playbooks for builders who refuse to hand their margin to a hyperscaler.