Shift Security Left
Catch vulnerabilities before they reach production
Shifting security left means finding vulnerabilities in the IDE and PR — not the security audit before launch. Here's the AI-powered DevSecOps stack that makes it work without slowing developers down.
The Problem
The cost of fixing a vulnerability in production is 100x what it costs in development. But traditional security scanning is slow, noisy, and gets ignored. Modern AI-powered tools find real issues fast enough to fix at PR time — and quiet enough that developers actually pay attention.
The Stack
IDE / Pre-commit
Catch secrets and obvious issues before code is committed
PR / CI
AI-powered SAST and dependency scanning at PR time
Snyk
Free (limited: 200 open source tests/month); Team plan $25/developer/month
Semgrep
Free (full Team plan free for up to 10 contributors and 10 private repos); Team from $35/contributor/month beyond that
Checkmarx
Custom pricing (typically ~$8K–$50K+/year depending on developers, modules, and term)
Container / Cloud
Container image scanning and cloud posture management
Top Picks
The most developer-friendly SCA tool. Catches vulnerable dependencies at PR time with actionable fix suggestions — actually used by developers, not just security teams.
Fast, open-source-friendly SAST that runs in seconds. The custom rule engine lets security teams encode their own policies as code.
Best container security with deep CI/CD integration. Scans images, runtime, and supply chain — covers the full container lifecycle.
The leader in cloud security posture management. Agentless scanning across AWS/Azure/GCP correlates misconfigurations, vulnerabilities, and exposed assets into prioritized risks.
Open-source secret scanner that runs as a pre-commit hook. Cheapest possible insurance against accidentally leaking AWS keys or API tokens to GitHub.
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