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An AI Agent Audit Trail Is Not a Transcript

An AI Agent Audit Trail Is Not a Transcript

A transcript tells you what an AI agent said. An audit trail must show why the system allowed it to act. That distinction matters when an agent can call tools i…

Englishdev.to Security
building a markdown editor with a live preview

building a markdown editor with a live preview

Back in my early days, I assumed a markdown editor was a serious project. A parser, a preview pane, keeping the two in sync, all of it felt like a weekend at le…

Englishdev.to React
Python Open Spurce for beginners

Python Open Spurce for beginners

Hi there developer community. Today I wanted to tell you guys about a repository on GitHub that I made a month or 2 ago. Its purpose it to teach people who are …

Englishdev.to Python