RAG Security Assistant
Testing retrieval-augmented workflows for vulnerability report explanation, remediation suggestions, and source-grounded outputs.
n8n · Vector DB · LLMIndependent AI · Cybersecurity · Data Workflows
A small independent lab exploring secure AI systems and analytics.
MillerOnline Lab is a personal research initiative for small, verifiable experiments in AI-assisted security, data pipelines, vulnerability remediation, and secure web fundamentals.
AI workflow testing
Security by default
Data analytics-ready
Current work
Focused experiments with clear technical output.
GA4 to BigQuery Demo
Designing event schemas for funnel analysis, loan-plan experiments, and SQL-ready behavioral analytics.
GA4 · BigQuery · SQLSecure Static Web Baseline
Publishing static sites with strict headers, predictable deployment structure, and low operational risk.
Cloudflare · CSP · HSTSOperating principles
Not hype. Not a company pitch. Just controlled experiments.
We focus on reproducible workflows, defensive security, measurable analytics, and transparent infrastructure costs.
This site represents an independent experimental project. It does not present a formal company team, investment opportunity, financial product, or guaranteed AI platform.
Support the lab
Support independent experiments.
Voluntary support helps cover small operating costs such as compute, storage, monitoring, test environments, domain fees, and documentation work.
Donation and non-investment notice
This website does not provide financial services, investment products, token sales, lending products, securities offerings, or public fundraising for a business venture.
BTC support is treated as a voluntary donation only. No return, equity, profit-sharing, interest, dividend, token, voting right, service credit, or future benefit is promised.
- Not an investment offer.
- Not a token sale or crypto project fundraising campaign.
- No guaranteed return, income, ownership, or future benefit.
- Donations are non-refundable once sent.
- Please only donate funds you can afford to give.
Scan to make a voluntary BTC donation.
Security posture
Security & transparency for a static research page.
This site is intentionally simple: no login, no user accounts, no investment product, no token sale, and no promise of financial return. Security headers are included for basic static-site hardening.