Projects

tool / Production-preview, public

SpineFrame

Self-hosted reflection and memory system with a Flask/PostgreSQL backend, Nginx routing, systemd service management, localhost-only production binding, and documented validation.

Continuity architecture

Memory
Arbitration
Context

SpineFrame

Retrieval arbitration and continuity layers.

Memory layers, retrieval arbitration, and context packing.
Role
Product + full-stack
Updated
Jun 2026
Tech
PythonFlaskPostgreSQLNginxsystemdself-hostedmemory system

Overview

SpineFrame is a deployed personal reflection and memory system backed by Flask, PostgreSQL, Nginx, and systemd. As a supporting portfolio project, it is strongest evidence for self-hosted infrastructure, backend persistence, operational validation, and memory-system architecture.

What I Built

The implementation includes:

  • Flask backend implementation
  • PostgreSQL persistence
  • Nginx routing
  • systemd service management
  • localhost-only production binding
  • backup and monitoring documentation
  • documented validation with a 554-test baseline

That makes SpineFrame strongest as infrastructure and backend evidence: deployed service management, persistence, validation, and memory-system architecture.

Boundaries

This page stays scoped to the deployed production-preview system, backend persistence, operational validation, and memory-system architecture. It does not claim public usage metrics, availability history, visitor volume, scale, market uptake, or final product polish.

Screenshots and a public-safe walkthrough are planned before expanding this into a fuller case study.