User safety service architecture diagram

User Safety: A Hands-On Portfolio Project for Real‑World Engineering

A step‑by‑step guide to building a user‑safety service with FastAPI, Postgres, Celery and Docker that you can run, test, and extend for senior‑level impact.

September 8, 2026 · 10 min · 2092 words · martinuke0
Illustration of secure user authentication and data flow in a modern web application

User Safety: Building Secure and Resilient Experiences for Real-World Systems

Exploring concrete user safety patterns, from authentication and authorization to production-grade failure handling, with real-world architectures and actionable takeaways.

September 7, 2026 · 7 min · 1456 words · martinuke0
Diagram of gVisor's sentry and gofer architecture

Implementing gVisor: Inside the User-Space Kernel That Sandboxes Docker Containers

How gVisor reimplements the Linux kernel in user space to safely sandbox containers, and what the trade-offs look like in real deployments.

September 5, 2026 · 7 min · 1446 words · martinuke0
Abstract network of autonomous agents connected to infrastructure

Agent Infrastructure Is Creating New Security Challenges

AI agents aren’t chatbots. They execute code, hold credentials, and call APIs on their own. Here’s why that breaks traditional security models — and what teams are doing about it.

September 5, 2026 · 8 min · 1650 words · martinuke0
Abstract representation of cryptographic noise packets traveling between two peers.

Inside the Noise Protocol Framework: Building Forward-Secure Handshakes from Scratch

A working engineer’s walkthrough of the Noise Protocol Framework, covering patterns, tokens, and a from-scratch implementation of a forward-secure XX handshake in Python.

September 4, 2026 · 10 min · 2009 words · martinuke0
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