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Thoughts on AI, software engineering, and minimalism.

Strata: A Tiered Memory System for Effective AI Agents

May 5, 2026

A tiered memory architecture that combines Strata's lifecycle management with agent-db's relational engine for Phase 2 and Phase 3.

Don't Vibe Code. Engineer Code.

April 7, 2026

My philosophy and framework for engineering with AI agents in 2026.

The Memory Problem

December 28, 2025

We are treating AI memory like a storage capacity problem, but it is actually an architectural one. Here is why we need to bridge the gap between RAG, Context Windows, and Summarization.

PM Artifacts Are Secretly Software Architecture

December 26, 2025

Parallels between PM artifacts (service blueprints, use case diagrams, backlogs) and hexagonal software architecture; and how AI can bridge them.

The Future of Local LLM Inference

December 15, 2025

Why running models locally is the next big shift in AI privacy and performance.

© 2026 Jeremy KamberFull-stack Developer & Product Manager
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