Side-by-side comparison of AI visibility scores, market position, and capabilities
SF Sequoia India-backed unified DevSecOps platform (SAST/SCA/coverage/formatting) trusted by 6,000+ companies; launched Globstar open-source toolkit and 3 AI agents in 2025 for AI-generated code security competing with Snyk and Semgrep.
DeepSource is a San Francisco-based unified DevSecOps and code security platform — backed by Sequoia Capital India — providing development teams at 6,000+ companies with an AI-powered platform combining static application security testing (SAST), software composition analysis (SCA) for vulnerable dependencies, code coverage reporting, and automated code formatting in a single integrated solution that surfaces security vulnerabilities, code quality issues, and dependency risks directly within pull requests. In 2025, DeepSource launched the Globstar open-source toolkit for the AppSec community and three new AI agents for automated code security scanning — specifically addressing the security challenges created by the rapidly growing volume of AI-generated code that developers produce with tools like GitHub Copilot and Cursor.
OpsLevel is a developer portal and service catalog for tracking service ownership, maturity scorecards, and production readiness across microservices.
OpsLevel is a developer portal platform that gives engineering organizations visibility into the services they operate, who owns them, and how mature they are relative to internal engineering standards. At its core, OpsLevel maintains a service catalog that maps every microservice, repository, and infrastructure component to a team owner, populating metadata automatically from integrations with GitHub, GitLab, PagerDuty, Datadog, and cloud providers. This catalog becomes the authoritative source of truth for answering questions like who to contact about a service, what tier of reliability it requires, and what dependencies it has — questions that are often unanswerable at engineering organizations that have grown past the point where everyone knows everything.
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