




Cortex
graph based agentic architecture that check at predeployment stage such and an better and safe post deployed product
Links
Additional info
How was your experience building with Codex?
great and actually here we ship this whole product under 4 hr very great and also codex gives us this ability to work
Describe your experience using Loops House as the hackathon platform. What worked well, what challenges (if any) did you face, and what improvements would you like to see?
its quite explainable for us using this platform and that readme.md help more
Tell us about your overall experience at Codex Community Hackathon Pune.
very great
What could Codex Community improve to create a better experience for participants?
more big hackathon and with more proper problem statement and open innovation ,big in sense more time i.e 24 hr hackathon
Team
3 members- DA
Darshan Pakhale
- RAOwner
Rahul Kate
- SI
Siddhesh Tarle
backend and forntend
Overview
Every line of code Codex writes can ship a vulnerability. Cortex makes sure it doesn't. We're in a new era. Codex writes the code. Agents deploy the code. Humans approve the code. But nobody is auditing the code before it hits production ,, and that gap is getting more dangerous, not less. SQL injection doesn't care who wrote the line. A hardcoded API key doesn't know it was generated by an AI. And prompt injection ,, the attack class that didn't exist three years ago , is now a first-class threat in every codebase that touches an LLM. Cortex is the missing gate. It's a LangGraph agent that runs a parallel fleet of specialized scanners before every deployment. Secrets. Dependency CVEs. SQL injection. XSS. Auth gaps. CORS misconfigurations. Rate limiting. Prompt injection. Production readiness. Each scanner runs simultaneously, returns ranked findings with exact file, line, and fix, and collapses into one number: your deployment health score. But here's what makes Cortex different from Snyk, SonarQube, or any existing tool , it runs as an MCP server. Codex can call it directly. The same agent writing your code is the one auditing it before it ships. You've shifted left all the way to zero. No SaaS. No config. No stitching five tools together. One command, one score, one decision. The future of software is agents writing agents deploying agents. Cortex is the only thing standing between that future and a production incident. Ship fast. Ship safe. Cortex.
team name : Innovexa team leader name : rahul kate team member name : siddhesh tarle , darshan pakhle