PM working on AI coding agents for the Java/JVM ecosystem. She focuses on how AI agents integrate with IDEs to support debugging, refactoring, and code navigation, and is passionate about...
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Did Your AI Agent Ever Run a Debugger?...Viktoria Evdokimova
• 3 weeks ago
Can You Explain the Diff Your AI Agent Just Wrote?
Table of Contents The one-month timelineWhat green tests don't proveThe day development stopsExplain it in your own wordsThe Java lesson: where the invariant livesWhat a debugger adds that the chat can'tA checklist for any agent, before you accept a diffDisclosure ...
Table of Contents What a gateway is, mechanicallyProbing it from JavaThe boundary a Java developer should care aboutLesson one: code does not tokenize like proseLesson two: refresh the token before it dies, one per serverA checklist before you paste a …
Table of Contents The shape of the sessionWhat the agent got rightWhat it got wrong, and why it matters for Java teamsThe agent’s only sensor was the developerThe Java lesson: write the invariant down where a test can see itWhat …
Table of Contents What the issue trackers show”Committed” and “pushed”Where the JetBrains IDE keeps the evidenceA five-minute walkthroughAcceptance checklist for agent-reported side effectsFAQConclusionSourcesA detailed report reads like proof. The agent lists the files it touched, names the branch, quotes a …
Table of Contents The method under testA checklist you can apply with any agentJava developers reach for the debugger without thinking about it. Set a breakpoint, run the failing test, look at the variables, then decide what to change. Most …
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