Troubleshooting tag | eYssen AI

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Hallucinated Packages: When AI Invents a Library

Krisztian Eyssen, Krisztian Eyssen

Hallucinated Packages: When AI Invents a Library

**43%** of invented package names come back identically in all ten runs out of ten. That is what turns a hallucination into an attack surface: the attacker does not have to guess what the model will invent — one question is enough. A documented, successful attack, on the other hand, **had not happened** by mid-2026 — and that honest answer is stronger than scaremongering.

Advanced Developer Troubleshooting Coding & Development

Sep 13, 2026

Debugging with AI: A Reproducible Method

Krisztian Eyssen, Krisztian Eyssen

Debugging with AI: A Reproducible Method

On a synthetic, self-contained bug, models get the location right 38–53% of the time. In a real repository, **from the code alone, 1–5%.** The text of the bug report on its own is worth six to thirteen points, and the **order** of the input as much as thirty-seven. This post is about how you hand the bug over.

Intermediate Developer Troubleshooting Coding & Development

Sep 13, 2026

Your Model Was Deprecated: What Now?

Krisztian Eyssen, Krisztian Eyssen

Your Model Was Deprecated: What Now?

The loud case is easy: you get an error and you know what to do. The quiet case is the dangerous one — when everything still works, only the output has changed.

Intermediate Business owner Troubleshooting Models & Market

Sep 11, 2026

A Bad Answer Came Back: Repair It Instead of Starting Over

Krisztian Eyssen, Krisztian Eyssen

A Bad Answer Came Back: Repair It Instead of Starting Over

The instinct is to rephrase the question and send it again. That gives a worse result than three well-chosen sentences — and takes longer too.

Beginner Everyone Troubleshooting Prompting

Sep 11, 2026

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