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The 10x AI Developer Myth: What Actually Gets Automated (And What Doesn't)

Cutting through the hype—what kinds of tasks AI software engineers excel at, what they decline, and where humans remain essential.

January 25, 2025·6 min read

securityengineeringarchitecture

Why Your AI Developer Needs a Sandbox (And What Goes Inside)

AI writing and executing code on your machine is terrifying. Here's how sandboxed execution makes AI code generation safe, isolated, and reproducible.

January 22, 2025·7 min read

engineeringworkflowdeep-dive

From JIRA Ticket to Merged PR: Anatomy of an AI Developer's Workflow

What actually happens when you assign a bug to an AI engineer? We break down every step from issue detection to merged pull request.

January 20, 2025·8 min read