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AI Coding Assistants: Faster Feel, Slower Real Productivity

Examining AI coding assistants' impact on developer productivity and security risks

From Hacker News Original Article Hacker News Discussion

AI coding assistants give developers the feeling of working faster, but studies show they often slow down experienced engineers and introduce security risks.

Why it matters: AI speeds up boilerplate and scaffolding but creates extra review, debugging, and juggling overhead that cancel out gains.

The big picture: Productivity boosts mainly benefit junior developers; senior devs see little improvement or slower outcomes with AI help.

The stakes: AI-generated code has 2.5x more critical vulnerabilities and raises compliance risks due to leaked secrets and insecure commits.

Commenters say: Many agree that real bottlenecks lie outside coding—meetings, debugging, and environment issues—and warn AI’s security risks could cause costly problems.