AI Website Security Scanner & Remediation Advisor
An automated penetration auditing scanner that evaluates security headers, TLS configurations, CSP, CORS rules, exposed endpoints, and outdated libraries with actionable fixes.
The Problem
What difficult challenge is this experiment tackling?Most web developers leave critical security misconfigurations (missing CSP, permissive CORS, exposed `.git` folders, outdated jQuery) undetected until a breach occurs.
The Hypothesis
What do I believe autonomous AI & engineering can accomplish?Automating non-destructive passive security auditing and pairing vulnerability findings with verified code patches allows developers to achieve an A+ security rating in minutes.
System Architecture & Workflow
End-to-end design, data pipelines, and component interactionBenchmark & Empirical Metrics
Accuracy • Latency • Cost • Token Usage • Human InterventionExecutes 65+ security parameter checks in under 20 seconds; generates copy-paste ready Apache/Nginx fix configs.
Security, Privacy & Ethical Guardrails
Risk mitigation, strict boundaries, and sandbox controlsStrict ethical boundary: Passive and non-destructive testing only on user-owned or authorized domains.
Lessons Learned & Observations
Empirical findings from prototyping and testingMisconfigured Content Security Policies (unsafe-inline / missing frame-ancestors) account for over 70% of common audit failures.
Next Experiment Iteration
Upcoming modifications, scaling factors, or new hypothesesImplement dynamic API fuzzing for authenticated GraphQL and REST endpoints.