FIELD NOTES

Development logs, architecture updates, and technical deep-dives directly from the core.

UPDATE v0.8 OCT 24, 2026

Refining the Perimeter Control UI

I spent the last 48 hours completely rewriting the UFW (Uncomplicated Firewall) interface module. The goal was to eliminate CLI dependency and provide a visual matrix for port management...

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INTEL OCT 18, 2026

Integrating Shodan API Seamlessly

Connecting the dashboard to Shodan's REST API without compromising the UI thread was a challenge. Here is how I implemented async threading to keep the dashboard smooth during heavy network scans.

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