Notes
Project notes on security automation, threat intelligence, forecasting logic, and this portfolio.
These posts come from projects I have actually worked on. Some are live, some are still rough, and most became useful only after something awkward broke or felt too fake.
The Threat Dashboard Exists Because Security News Gets Noisy Fast
Why I built Threat Intelligence Dashboard, how the pipeline collects CVEs and research, and why the dashboard is read-only and source-constrained.
OpenClaw Security Hub Became Useful When Alerts Turned Into Work Items
Why I built a homelab security hub around OpenClaw, how the FastAPI service writes review notes, and why the human decision stays separate.
The Fishing Forecast Started With One Question: Is This Spot Worth the Drive?
Why I built Coastal Fishing Forecast, how the engine handles searched locations, and why unsupported places should be rejected instead of scored.
I Rebuilt the Portfolio Around What a Recruiter Actually Sees
Why I rebuilt the portfolio as a small Next.js and Payload CMS project, what broke during production setup, and what I still want to improve.