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When AI Adoption Becomes AI Theater
Why workplace AI adoption becomes performative, and how training, transparency, and outcome-based measures create real business value.
Read memo ↗Personal Engineering Knowledge Base
Field Notes on Enterprise AI & Reliable Systems
A personal vault of practical research, architecture decisions, and lessons from building and leading software teams.
Latest Memos
7 PublicationsEnterprise AI
What Is Jev? AI for Quick Decisions
How Jev and System One models return structured decisions for routing, classification, and other focused software workflows.
Enterprise AI
Stop Deploying RAG on a Prayer: Architecting CI/CD Regression Gates
Small RAG changes can quietly hurt retrieval and answer quality. Here is a practical way to catch those regressions before they reach production.
Enterprise AI
The Agentic AI Dilemma: Scaling Autonomy Without Sacrificing Security
A practical look at prompt injection, agent permissions, monitoring, and governance for deploying autonomous AI systems securely.
Systems Architecture
The Sovereignty Stack: Implementing Argon2 and AES-GCM
A technical blueprint for implementing Zero-Knowledge architectures using Argon2id and AES-256-GCM in JavaScript.
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Zulqurnan
Author
Most of my days are split between family, leading dev teams, and turning messy AI experiments into dependable production software.
I share honest notes on what works (and what breaks) over at Sentinel Base.
Always happy to connect and talk tech leadership, systems design, or real-world AI.