DryRun Security AppSec Agents vs Semgrep Code: Side-by-Side Comparison (2026)

Short answer

Development teams shipping code at startup and mid-market velocity need DryRun Security AppSec Agents to stop spending engineering time triaging false positives from rule-based SAST. Its AI-driven detection reasoning cuts noise by actually explaining exploitability rather than flagging every code pattern, and the pull request-native workflow means security happens where developers already work, not in a separate scanning queue. Skip this if your org needs policy enforcement across sensitive file changes as a hard gate; the allowed authors feature exists but this tool prioritizes finding real bugs over access control workflows. Development teams shipping code across 30+ languages need Semgrep Code because it catches vulnerabilities in pull requests before merge, not in staging; the AI-powered triage cuts false positives by filtering GPT-4 findings through 900+ high-confidence rules, so developers actually fix real issues instead of ignoring alerts. Scans complete in under five minutes with native GitHub and GitLab integration, meaning security checks won't become a bottleneck in your CI/CD. Skip this if your primary concern is runtime or infrastructure risk; Semgrep Code prioritizes the ID.RA and PR.PS phases where developers can still act, not post-deployment detection.

Based on our analysis of core features, integrations, company size fit, deployment model, here is our conclusion: