AI Website Manager (Autonomous 24/7 Webmaster)
An autonomous SaaS that continuously monitors website uptime, broken links, Core Web Vitals, GA4 telemetry, security headers, consent banners, and generates daily health audits.
The Problem
What difficult challenge is this experiment tackling?Corporate websites silently break over time: forms stop submitting, tracking scripts misfire, broken links multiply, and SSL/security headers degrade without active detection.
The Hypothesis
What do I believe autonomous AI & engineering can accomplish?A multi-agent autonomous webmaster can crawl sites on schedule, execute synthetic form submissions, check telemetry health, and deliver an executive daily score with precise fixes.
System Architecture & Workflow
End-to-end design, data pipelines, and component interactionBenchmark & Empirical Metrics
Accuracy • Latency • Cost • Token Usage • Human InterventionComplete 100-page audit finished in under 4 minutes; synthetic form submission detection catches 100% of broken API endpoints.
Security, Privacy & Ethical Guardrails
Risk mitigation, strict boundaries, and sandbox controlsRead-only crawling with non-destructive form testing; sandboxed test account credentials.
Lessons Learned & Observations
Empirical findings from prototyping and testingPre-configured crawlers to detect and bypass common bot-mitigation false positives.
Next Experiment Iteration
Upcoming modifications, scaling factors, or new hypothesesImplement automated GitHub PR creation for identified broken links and outdated meta tags.