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How much better is your AI agent with real build data?

How much better is your AI agent with real build data?
August 17, 2026|By The Develocity Team|12 min read

We ran the same model on the same problems and changed one variable: access to real build data. With it, 36 of 40 runs solved. Without it, 4.

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The Phantom Executor: Debugging Develocity with Develocity

August 14, 2026

The Phantom Executor: Debugging Develocity with Develocity

A NullPointerException fired 3,145 times over three months. Two AI models, a disciplined debugging method, and Develocity's own build data cracked it.

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How Develocity Found a Bug in the Java Compiler

August 12, 2026

How Develocity Found a Bug in the Java Compiler

An unexplained Build Cache miss turned out to be a bug in the Java compiler. Two bytes, swapped, invisible to every tool except a hash.

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Beyond the Maginot Line: Rethinking Curation and Repository Firewalls

July 16, 2026

Beyond the Maginot Line: Rethinking Curation and Repository Firewalls

Repository firewalls stop threats at the gate—but DevOps has already moved around them. Just-in-Time GRC and Artifact Observability close the gap.

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Gradle Technologies is Now Develocity: AI Moved the Bottleneck in Software Delivery

June 30, 2026

Gradle Technologies is Now Develocity: AI Moved the Bottleneck in Software Delivery

Gradle Technologies is now Develocity, live at develocity.ai. Same company, same team, sharper focus: keeping software delivery governed and fast as AI moves the bottleneck from writing code to reviewing it.

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Why Artifact Cache and JFrog Artifactory are better together in the GenAI era

June 15, 2026

Why Artifact Cache and JFrog Artifactory are better together in the GenAI era

AI surged code volume and made the CI pipeline the new bottleneck. Keep JFrog Artifactory as your system of record and add Develocity Artifact Cache to serve artifacts locally — faster builds, lower egress, provenance intact.

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