Side-by-side comparison of AI visibility scores, market position, and capabilities
StackHawk is a developer-oriented DAST platform that runs dynamic application security tests in CI/CD pipelines to find exploitable vulnerabilities before deployment.
StackHawk is a dynamic application security testing platform built specifically for developer teams, designed to run DAST scans automatically within CI/CD pipelines so that exploitable vulnerabilities in running applications are caught before code reaches production rather than discovered later through manual penetration testing or bug bounty reports. Traditional DAST tools were built for security professionals running quarterly manual assessments against production systems — StackHawk repackages DAST as a developer workflow that runs on every build, finding the same class of runtime vulnerabilities that pen testers find but continuously rather than periodically. The platform tests running application instances for SQL injection, cross-site scripting, authentication flaws, API security issues, and other vulnerability classes that can only be detected by actually sending attack payloads to a live application.
Adept AI raised $415M to pioneer computer-use AI agents; its core research and agent team moved to Amazon in 2024 in a landmark talent acquisition while the company continues developing ACT-1 for enterprise automation.
Adept AI was founded in 2022 by a team of former OpenAI, DeepMind, and Google Brain researchers to build AI that can take actions on computers — navigating software interfaces, filling forms, and executing multi-step workflows in any application. Its ACT-1 model demonstrated the ability to control web browsers and desktop applications through natural language instructions, pioneering the computer-use agent paradigm that Anthropic later commercialized with Claude's computer use feature.
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