The Business Engineer

The Business Engineer

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The Business Engineer
The Business Engineer
Anthropic's Infrastructure Imperative

Anthropic's Infrastructure Imperative

Gennaro Cuofano's avatar
Gennaro Cuofano
Jul 30, 2025
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The Business Engineer
The Business Engineer
Anthropic's Infrastructure Imperative
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As I noted yesterday, Claude Code marks a pivotal moment in Anthropic’s journey — a breakthrough that’s both a major success and a growing challenge.

In this respect, Anthropic must move toward the infrastructure layer as soon as possible, and there is no way out of it.

Anthropic might soon be reporting a near-tripling valuation to $170 billion, but that tells only half the story.

The other half—more critical for understanding the company's future—is written in the rate limits plaguing Claude Code.

The company's greatest success has become its most urgent strategic challenge: overwhelming demand that exposes a fundamental infrastructure dependency.

When teams are "racking up thousands of dollars daily" in Claude Code usage and still hitting limits, we're witnessing a company whose product-market fit has outgrown its infrastructure reality.

This isn't a pricing problem or a capacity issue—it's a structural vulnerability that threatens Anthropic's ability to compete in the emerging AI empire wars.

The Infrastructure Stack Reality Check

In the strategic map of AI, I’ve explained at great length what it means for companies like Anthropic, who are fighting for the top spots in the AI race, to build a strategic moat.

The Strategic Map of AI

The Strategic Map of AI

Gennaro Cuofano
·
Jun 14
Read full story

And I gave a further update here.

Strategic Map of AI – July 2025 Edition

Strategic Map of AI – July 2025 Edition

Gennaro Cuofano
·
Jul 15
Read full story

Now, back at Anthropic, let’s see where the company stands.

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