---
title: "Ataris Blog"
description: "Engineering notes on agents."
canonical: "https://ataris.dev/blog"
last-updated: 2026-10-11
---
# Ataris Blog

Engineering notes on agents.

## [PixelLeak: when an agent's workaround leaks data](https://ataris.dev/blog/pixelleak.md)

October 11, 2026 · Research · Ataris team · 3 min read

Coding agents published more than 13,000 internal screenshots to public GitHub repositories while completing routine code reviews. What happened, why no one caught it, and what an investigation needs.