Symbiotic Security Tech Stack

AI code generation with embedded security enforcement and auto-remediation

Computer and Network Security New York, NY 11–50 employees Founded 2024 Partnership

Symbiotic Security built an AI coding agent that enforces security policies during code generation rather than after—catching and auto-remediating vulnerabilities before code is returned to developers. The stack (Python, Django, TypeScript, React, PostgreSQL, AWS) combined with active work on IDE plugins, real-time flaw detection, and systems to catch GitHub Copilot-introduced vulnerabilities signals a product moving from core engine toward platform breadth. Engineering-heavy hiring (4 senior engineers, 1 product role) and scaling challenges (monolithic architecture, synthetic dataset generation) indicate they're pivoting from MVP toward production-grade coverage.

Tech Stack 19 technologies

Core StackPython Django TypeScript React PostgreSQL AWS Docker Terraform Sentry GitHub Copilot GitLab LangChain RAG JavaScript Node.js ChatGPT Claude AWS Bedrock

What Symbiotic Security Is Building

◆Challenges

Simplifying architectures for scale
Outgrowing initial designs
Detecting security flaws in real-time
Remediating vulnerabilities from ai tools
Generating synthetic code datasets
Scaling monolithic architecture
Performance optimization

▲Active Projects

Saas platform
Internal tools
Ai agents
Vulnerability remediation design and evolve our engine that detects and fixes security issues in real-world codebases
Ai security build protections against vulnerabilities introduced by ai coding tools
Platform expansion support more ides, languages, and platforms (e.g. gitlab), and keep the architecture scalable as we grow
Ai features to detect and remediate security flaws in real-time
Systems to catch and fix vulnerabilities from github copilot
Synthetic dataset generation for training
Ide plugin development

Hiring Activity

Accelerating5 roles · 2 in 30d

Department

Engineering

Product

Seniority

Senior

Mid

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About Symbiotic Security

Symbiotic Security is an AI coding company focused on embedding security validation directly into the code generation workflow. The product intercepts AI-generated code, applies organizational security policies, detects flaws, remediates issues, and revalidates correctness before returning it to developers. Founded in 2024 and based in New York, the company operates as a partnership with 11–50 employees. Current project focus spans SaaS platform expansion (IDE plugins for VS Code and GitLab), real-time vulnerability detection, and systems specifically designed to mitigate risks from large language model coding assistants like GitHub Copilot. The team is actively addressing architectural scale challenges and building synthetic datasets for training.

HeadquartersNew York, NY

Company Size11–50 employees

Founded2024

Hiring MarketsFrance

Frequently Asked Questions

What tech stack does Symbiotic Security use?

Core stack: Python, Django, TypeScript, React, PostgreSQL, AWS. They also use Docker, Terraform, Sentry, LangChain, RAG, and integrate with GitHub Copilot and Claude for AI capabilities.

What is Symbiotic Security working on?

Core projects: vulnerability detection and remediation engine, AI security protections against LLM-introduced flaws, IDE plugin development (VS Code, GitLab), synthetic dataset generation, real-time flaw detection systems, and platform expansion across languages and platforms.