Codecop
Find security bugs in AI-generated code before hackers do
Codecop launched on May 27, 2026 with 7 votes, #1,574 of 20,538 launches that month and more than 90% of that year's launches.
What it does
AI writes code fast. It doesn't write it safe. CodeCop scans your codebase for security vulnerabilities — hardcoded secrets, CORS misconfigs, IDOR, insecure file uploads, missing auth, SQL injection, and more. Mapped to OWASP + CWE. Paste code, upload a zip, or scan a GitHub repo. Get a full PDF audit report. Free: 3 scans. Pro: unlimited.
CodeCop scans AI-generated code for security risks. Paste code, upload files, or scan a GitHub repo.
CodeCop audits AI-generated code for security issues — exposed secrets, SQL injection, broken auth, unsafe APIs. Paste code, upload a zip, or point it at a public GitHub repo. Source files or full project archives, up to 50 files per scan. v2 expands CodeCop beyond source code — into your CI/CD, infra, dependencies, and runtime auth surface. Scans the last 30 commits to surface vulnerabilities introduced over time. Detects secrets and misconfigurations in Dockerfiles, GitHub Actions, .env files, Kubernetes manifests, and Terraform. Catches JWTs and auth tokens stored in localStorage or sessionStorage. Every finding is tagged High, Medium, or Low confidence so you triage faster. Matches…from codecop.io
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AI Code Detector – detect AI-generated code with 95% accuracy2025 · code-detector.ai · ▲72Hey HN, I’m Henry, cofounder and CTO at Span (https://span.app/). Today we’re launching AI Code Detector, an AI code detection tool you can try in your browser. The explosion of AI generated code has created some weird problems for engineering orgs. Tools like Cursor and Copilot are used by virtually every org on the planet – but each codegen tool has its own idiosyncratic way of reporting usage. Some don’t report usage at all. Our view is that token spend will start competing with payroll spend as AI becomes more deeply ingrained in how we build software, so understanding how…
- FLFree local security checks for AI coding in VSCode, Cursor and Windsurf2025 · ▲43
Hi HN! We just launched Codacy Guardrails, an IDE extension with a CLI for code analysis and MCP server that enforces security & quality rules on AI-generated code in real-time. It hooks into AI coding assistants (like VS Code Agent Mode, Cursor, Windsurf), silently scanning and fixing AI-suggested code that has vulnerabilities or violates your coding standards, while the code it’s being generated. We built this because coding agents can be a double-edged sword. They do boost productivity, but can easily introduce insecure or non-compliant code. One recent research team at NYU found that 40%…



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