Vibe Coding Security Checklist

90% of devs use AI agents weekly. Score your team's review discipline.

90% of professional developers now use AI coding agents at work weekly, with 68% daily — and AI-assisted security findings grew 10x in a recent measured period, with credential exposure occurring at nearly twice the rate for AI-tool users versus non-users. 'Vibe coding' — accepting AI-generated code on functional trust without security-focused review — is convenient precisely because it removes friction, which is also exactly why it removes the friction that used to catch these issues. This checklist scores 10 concrete, weighted practices against your team's actual habits, from per-hunk review discipline to agent permission scoping to periodic audit cadence.

• →Covers diff review discipline, secret scanning, and per-hunk vs. bulk-accept practices
• →Scores agent permission scoping and sandboxing for autonomous coding agents specifically
• →Flags commented-out auth checks and unexplained test deletions as high-weight blocking items
• →Grounded in 2026 industry data on AI-coding adoption and AI-assisted security finding rates
• →Watermarked by Cikal Studio Labs · Works on any device, no install required