Edge Security Without Workflow Friction
Perimeter controls fail when operators bypass them to ship work. Effective controls should reduce risk while staying operationally usable.
Read insight →Forensic Systems Portfolio
Case studies anchored in operations reality: hard constraints, incident surfaces, and documented outcomes.
Live Focus
Tracks: systems administration · forensic pipelines · secure tooling
Current Build Axis
Local-first forensic workflow + cloud deployment discipline.
Differentiator
Proof artifacts and structured postmortem-style writeups, not gallery-only output.
Published Work
Apr 28, 2026
A practical blueprint for reducing AI coding context bloat through tool routing, output compression, architecture mapping, and disciplined workflow constraints.
Read entry →Apr 27, 2026
Ephemeral honeypot orchestration on Proxmox for defensive security testing.
Read entry →Apr 27, 2026
Built from scratch with Astro and deployed on a hardened DigitalOcean VPS with Nginx, TLS, and GitHub Actions CI/CD.
Read entry →Security Analysis
Perimeter controls fail when operators bypass them to ship work. Effective controls should reduce risk while staying operationally usable.
Read insight →Convenience tooling can silently expand evidence exposure. Security-first design means preserving user productivity without sacrificing privacy boundaries.
Read insight →In Development
Automated AI red-teaming on cloud infrastructure with forensic artifact packaging and visual telemetry.