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📰 Dev.to · Sara Bezjak

5 articles · Updated every 3 hours · View all reads

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With an AI agent, the answer is the last place the bug shows up

Dev.to · Sara Bezjak 6d ago

With an AI agent, the answer is the last place the bug shows up

I built a pytest suite for a small AI agent - not a model that answers once, but one that plans,...

The hard part of attacking an AI isn't breaking it. It's telling real harm from fake.

Dev.to · Sara Bezjak 2w ago

The hard part of attacking an AI isn't breaking it. It's telling real harm from fake.

I built a red-team test suite that fires adversarial prompts at an LLM-backed API and decides, for...

Search bug or model bug - testing a RAG system to tell them apart

Dev.to · Sara Bezjak 🔍 RAG & Vector Search ⚡ AI Lesson 1mo ago

Search bug or model bug - testing a RAG system to tell them apart

I'm an automation tester. Usually my job is simple: the same input should give the same output, every...

Five ways to test an LLM's answer and what each one misses

Dev.to · Sara Bezjak 2mo ago

Five ways to test an LLM's answer and what each one misses

I'm a regular automation engineer. My usual job is checking that an app does the same thing every...

A QA engineer's first AI testing project - FastAPI + local LLM + pytest

Dev.to · Sara Bezjak 3mo ago

A QA engineer's first AI testing project - FastAPI + local LLM + pytest

What testing an LLM taught me that UI testing didn't. A small FastAPI + Ollama + pytest project, the bugs I hit, and what clicked.