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opinion

agents

AI Code Testing for Cloud-Native Systems: Why Unit Tests Aren't Enough

Arjun Iyer

May 8, 2026

A human developer opens three PRs on a good day. An agent swarm running on one laptop can open thirty. The validation tooling we built for the first cadence...

AI Code Testing for Cloud-Native Systems: Why Unit Tests Aren't Enough

opinion

agents

AI Code Testing for Cloud-Native Systems: Why Unit Tests Aren't Enough

May 8, 2026

opinion

agents

AI Coding Agents Broke the PR Pipeline. Validation Is How You Fix It.

May 5, 2026

Why Claude Needs a Real Environment to Validate Cloud-Native Code

opinion

agents

Why Claude Needs a Real Environment to Validate Cloud-Native Code

May 5, 2026

opinion

agents

ephemeral-environments

integration-e2e-testing

Why Coding Agents Will Break Your CI/CD Pipeline (and How To Fix It)

April 2, 2026

opinion

agents

Agents Write Code. They Don't Do Software Engineering.

March 16, 2026

The Agent PR Flood Is Here. If You Run Istio, You're Halfway to Solving It.

opinion

agents

ephemeral-environments

The Agent PR Flood Is Here. If You Run Istio, You're Halfway to Solving It.

February 26, 2026

opinion

agents

Coding Agents Are Only as Good as the Signals You Feed Them

February 23, 2026

Opinion

AI Code Testing for Cloud-Native Systems: Why Unit Tests Aren't Enough

AI Code Testing for Cloud-Native Systems: Why Unit Tests Aren't Enough

AI Coding Agents Broke the PR Pipeline. Validation Is How You Fix It.

Why Claude Needs a Real Environment to Validate Cloud-Native Code

Why Coding Agents Will Break Your CI/CD Pipeline (and How To Fix It)

Agents Write Code. They Don't Do Software Engineering.

The Agent PR Flood Is Here. If You Run Istio, You're Halfway to Solving It.

Coding Agents Are Only as Good as the Signals You Feed Them

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