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Strata: A Tiered Memory System for Effective AI Agents
A tiered memory architecture that combines Strata's lifecycle management with agent-db's relational engine for Phase 2 and Phase 3.
·9 min read
Writing
Thoughts on AI, software engineering, and minimalism.
Don't Vibe Code. Engineer Code.
My philosophy and framework for engineering with AI agents in 2026.
The Memory Problem
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
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
Why running models locally is the next big shift in AI privacy and performance.