Ataz Labs

Technical notes on secure systems and software delivery

Technical Journal

Notes on secure systems, software delivery, and applied AI.

Field-informed writing on cybersecurity, DevSecOps, architecture, automation, and the engineering practices that make complex systems more trustworthy.

About Dashboard Topics RSS

Start Here

Choose a path through the journal.

DevSecOps Secure delivery, policy-as-code, and platform practices. Applied AI Governance, agents, automation, and AI-enabled workflows. Architecture System design, cloud patterns, and resilient operating models.
Recently Updated Evergreen notes
June 20, 2026 SBOM in the Defense Industrial Base April 29, 2026 CMMC 2.0 in Practice April 25, 2026 Runtime Governance for Mission AI
Browse by topic
Featured Essay January 27, 2026
gitops

January 27, 2026 • 2 min read

GitOps in the Age of AI and Modern Warfare

Why GitOps matters for reproducible infrastructure, automation, and accountable software delivery.

#gitops #devops #ai
Latest Notes 5 total
development

January 18, 2026

What is Vibe Coding? A Guide to Intuitive Development

An introduction to vibe coding and the shift toward more intuitive, flow-based development.
ai

January 18, 2026

Essential AI Tools for Vibe Coding

A practical guide to AI-assisted development tools for faster, more fluid software work.
architecture

October 12, 2025

System Design 101

A practical index of system design concepts, patterns, and real-world architecture references.
finance

September 11, 2021

The Ultimate Stock Market Toolkit

A curated set of market research, trading, investing, and education resources.