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Notes on backend engineering, distributed systems, and the performance work behind my projects.

May 18, 20266 min read
Cutting security scan times by 80% with async orchestration
How re-architecting a Dockerized pentest pipeline from sequential to async execution took scans from 15 minutes down to 3 — and what it taught me about orchestration.
- Python
- Docker
- Performance
- Security
March 2, 20267 min read
A C daemon and a Go API walk into a cluster: building Symonds
Design notes from building a distributed monitoring suite — why the collector is written in C, why the API is Go, and how the SQLite schema stays one migration away from PostgreSQL.
- Go
- C
- SQLite
- Observability
- Systems