Software for finding and fixing security flaws in applications and APIs, including SAST, DAST, container security and DevSecOps tooling.
9 articles
Choose between an engineer-maintained scanner, centralized DAST and contract-driven testing. Compare the same authenticated API release workload and understand what the published prices leave unresolved.
Choose a private-code security package by source, dependency and secret coverage. Compare qualifying GitHub and Semgrep costs, Aikido consolidation and Checkmarx deployment requirements.
Compare scanner-grounded security assistance around the change developers actually review. Understand suggested fixes, draft pull requests, qualifying subscriptions and separate AI usage meters.
Decide whether to operate a findings record or buy a shared orchestration layer. Compare DefectDojo editions and ArmorCode against the same scanner, finding-volume and engineering workflow assumptions.
Compare GitLab Ultimate with Harness STO for security execution and development decisions. Understand qualifying modules, shared workload units and when existing CI is sufficient.
Seven container security tools compared on published pricing, image scanning versus runtime protection, MCP and API support, with editor scores and a worked cost example for a small team.
Compare six application shielding platforms for mobile, desktop, and web applications, with use-case recommendations, pricing considerations, and a practical evaluation checklist.
Compare the best API security software in 2026 for API discovery, posture management, testing, BOLA protection, runtime threat detection, bot defense, schema validation, and AI/MCP security.
Seven SBOM platforms compared on published pricing, CycloneDX and SPDX coverage, VEX handling, MCP status, and API depth, with an editor score for each and a worked cost example for a fifty-developer team.