#ai-engineering

4 essays

Abstract illustration of ephemeral light trails flowing from a keyboard into structured translucent blocks, representing fleeting reasoning crystallizing into permanent knowledge

Mar 9, 2026 · 14 min read

Your Code Survives the Session. Your Reasoning Doesn't.

A practical guide to building a personal journaling system for AI-assisted development — using Claude Code skills and hooks to capture the reasoning that code alone can't preserve.

#ai-engineering #claude-code #developer-tools #best-practices

A human data engineer and a holographic AI agent collaborating over a layered data platform architecture

Mar 4, 2026 · 15 min read

Building the AI-Ready Data Platform

Agents don't fail because the model is wrong. They fail because the data platform wasn't built for them. Here's what an AI-ready data layer actually looks like — and proof it works.

#ai-engineering #agents #data-engineering #lakehouse #production

Abstract illustration of a human and an AI agent connected through a shared data layer

Feb 18, 2026 · 8 min read

Data Is the Bottleneck in the Agentic Era

Good data yields good agents — and agents can produce far more decision data than humans ever did. The data layer is about to become the most critical piece of the stack.

#ai-engineering #agents #data-engineering #production

Feb 14, 2026 · 4 min read

Starting Over, on Purpose

Why I rebuilt this site from scratch — and what I plan to explore next.

#meta #ai-engineering