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June 26, 2026

agent debt vs technical debt

How is Agent Debt Different from Technical Debt, and Why Does it Compound Faster?

TL;DR Technical debt was Ward Cunningham’s deliberate shortcut, made in 1992 with awareness that the bill would arrive later. Agent Debt was never a choice: the studio model generates all four types by design. The compound interest mechanism is identical. But Agent Debt accumulates across four dimensions simultaneously, while technical debt compounds in a single […]

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Four Types of Agent Debt

What Are the Four Types of Agent Debt, and When Does Each One Surface?

Four trigger events. Every agentic AI deployment faces all of them. The order varies, but none can be skipped. At each one, a single question either has an answer or it does not. TL;DR Agent Debt accumulates across four dimensions. Each has a trigger event that forces the question. By the time it does, the

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Agent Washing in Procurement AI

What Does “50+ Agents Out of the Box” Actually Mean for Procurement AI?

Gartner estimates only approximately 130 of the thousands of vendors claiming agentic AI are genuinely agentic. Here is what the studio model actually delivers, and four questions that expose the gap in any demo. TL;DR The “50+ agents out of the box” claim is a seat-expansion metric, not an architectural specification. Most vendor agents are

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Agent Debt Self-Assessment

Do You Have Agent Debt? A CPO’s Self-Assessment

For CPOs and procurement directors managing deployed AI agents: nine questions across four dimensions. Your score places you in one of three brackets, each with a specific next step. TL;DR Every agent in your procurement estate probably passes its own test. This assessment answers the question your dashboards don’t: are those passing agents delivering outcomes,

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