Last Updated: 2026-09-29

As developers increasingly integrate AI coding assistants like JetBrains AI Assistant, Vercel AI SDK, and even agentic tools like Sweep AI into their daily workflows, the security landscape shifts dramatically. This article is for engineers who are serious about understanding the practical implications of securing AI-assisted development, from protecting sensitive prompts and data to ensuring AI-generated code doesn't introduce new vulnerabilities. We'll cut through the marketing noise to compare Snyk Evo's holistic "agentic development security" approach against the focused capabilities of dedicated AI vulnerability scanners like Semgrep, Checkov, and Terrascan, helping you make informed decisions for robust ai coding assistant session security.

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