AI Strategy
When AI Adoption Becomes AI Theater
Why workplace AI adoption becomes performative, and how training, transparency, and outcome-based measures create real business value.
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Personal Engineering Knowledge Base
Technical Memos
Practical engineering memos on enterprise AI, reliable systems, security, and technical leadership.
Archive
7 memos · Newest first
Enterprise 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.
Systems Architecture
Beyond the Cloud: Why Personal Data Sovereignty Starts with Better Encryption
Moving past standard hashes to memory-hard functions like Argon2 and Authenticated Encryption.
AI Strategy
The AI Mandate: Why I Require AI-Assisted Engineering (And What Makes Me Nervous)
Why AI-assisted engineering needs clear rules, human review, and ownership to improve delivery without weakening software quality.
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