depthfirst.com

What it is

depthfirst positions itself as an AI-native security platform for “Autonomous Security from Design to Production,” aiming to cover software security across the entire lifecycle from design to production. Its core claim is that the platform can understand code, business logic, and infrastructure in order to find more vulnerabilities, reduce false positives, and deliver actionable fixes into developer workflows. Public-facing copy also describes the company as an applied AI lab focused on the future of software security.

Core capabilities and analysis

In terms of protection category, depthfirst clearly sits in the application security / software security space, but the available text does not specify whether it includes concrete modules such as SAST, DAST, SCA, IaC scanning, cloud configuration checks, or runtime protection. Its main differentiator is “understanding business logic,” which may point to detecting logic flaws that traditional rule-based scanners often miss, although the website does not provide technical details or case studies to support this.

On deployment, the scraped content does not state whether it is SaaS, self-hosted, or hybrid. There is also limited information on management and alerting: all that can be confirmed is its emphasis on reducing false positives and placing actionable fixes into the developer workflow. Specific integrations are not disclosed, such as support for GitHub, GitLab, CI/CD systems, Jira, Slack, or IDEs, so implementation convenience would still need to be verified through a demo.

Pricing and procurement

The website only shows a Request demo option and does not disclose pricing models, plans, trials, or whether billing is based on developers, repositories, scan volume, or other metrics. Compliance certifications are also not publicly stated; SOC 2, ISO 27001, GDPR, and similar items are not mentioned in the main copy. For enterprise procurement, this means separate pricing discussions are required, with particular attention to data access scope, code-hosting permissions, model processing methods, and security/compliance documentation.

Pros, cons, and who it is for

The advantage is its clear positioning: it directly targets pain points in application security such as high false-positive rates, non-actionable remediation advice, and fragmented developer workflows. Its stated coverage of code, business logic, and infrastructure also gives it more of a platform-level ambition than a single-purpose scanning tool. The downside is that public information is very limited, with no product screenshots, integration list, deployment architecture, customer cases, or clear boundaries around detection capabilities. At this stage, it looks more like an early-stage product or one that requires sales involvement.

It is better suited to mid-to-large engineering organizations, security teams, or companies with mature development processes that want to improve AppSec automation, especially those sensitive to business logic vulnerabilities. If you mainly need transparent pricing, out-of-the-box usability, and a mature ecosystem, it may be better to first compare it with Snyk, Semgrep, GitHub Advanced Security, Checkmarx, or Veracode.

Access from China

Based on the currently available text, it is not possible to determine the network accessibility of depthfirst.com from mainland China, supported payment methods, or availability of local support, so the china_access assessment is unknown. Chinese users evaluating this type of product should focus on confirming whether it can be accessed directly, whether it supports domestic code-hosting and CI systems, the payment and contracting entity, and whether there are viable local alternatives for application security scanning and DevSecOps platforms.