Project Journal

This journal documents the ongoing evolution of my projects.

Rather than only publishing finished results, I use these entries to capture progress, lessons learned, design decisions, and the occasional mistake along the way.

Many of the ideas documented here eventually become permanent features, documentation, or project pages.

What You’ll Find

Journal entries may include:

The goal isn’t to present perfect projects.

The goal is to document continuous improvement.

Journal Entries

Historical Session Metadata Normalization

Normalized historical session metadata and restored complete discovery through the Abbey session review workflow.

Tags: Abbey Root • Session Workflow • Metadata • Documentation

Historical Session Reconciliation Completion

Finished reviewing and reconciling every historical Abbey Root session update.

Tags: Abbey Root • Session Workflow • Planning • Reconciliation • Documentation

Planning Freshness and Session Review Guidance

Improved Abbey's reconciliation guidance and defined the difference between planning documents being updated and deliberately reviewed.

Tags: Abbey Root • Session Workflow • Planning • Documentation

Expanded Voice Analysis project

Expanded the Voice Analysis project from individual research outputs into a reusable research artifact framework.

Tags: Abbey Root • Session Workflow • Metadata • Documentation

Deadpan Delivery Evidence Integrity Repair

Rebuilt the deadpan-delivery evidence from verified Facebook corpus records and uncovered a broader evidence-integrity risk in the voice-analysis project.

Tags: Abbey Root • AI • Research • Voice Analysis • Evidence

Recurring Narrative Evidence Integrity Repair

Rebuilt the recurring-narrative evidence from verified Facebook corpus records and narrowed the observation to one defensible time-machine sequence.

Tags: Abbey Root • AI • Research • Voice Analysis • Evidence

Research Framework and Ollama Runner

Built a reusable Ollama-backed research runner and established Abbey's raw-output, normalization, validation, and review architecture.

Tags: Abbey Root • AI • Research • Ollama • Voice Analysis

Abbey Next Learns From Recent Sessions

Added a deterministic freshness layer so abbey next can distinguish authoritative plans from work that was recently completed or discovered.

Tags: Abbey Root • Recommendation Engine • Developer Toolkit • Workflow

Abbey Next Deterministic Recommendation Engine

Designed and validated the first deterministic project-aware recommendation engine for Abbey Root and identified the next architectural direction.

Tags: Abbey Root • Developer Toolkit • Recommendation Engine • Workflow

AI Decision Engine and Model Evaluation

Built a metadata-driven AI decision framework with reusable decision definitions, model comparison, and structured execution history.

Tags: Abbey Root • AI • Ollama • GPT-OSS • Qwen • Abbey Framework

Building the First Abbey Review Workflow

Added a deterministic pre-commit reviewer that helps complete Abbey sessions in the correct order.

Tags: Abbey Root • Workflow • Automation • Developer Toolkit

Homepage Recovery and Ansible Architecture Review

Restored Homepage, integrated edge01 into the operational dashboard, and identified the next evolution of the Abbey Ansible architecture.

Tags: Abbey Root • Homepage • Ansible • Infrastructure

Abbey End Workflow

Added the final workflow command that certifies an Abbey Root engineering session has been properly completed.

Tags: Abbey Root • Abbey Framework • Session Workflow • Developer Toolkit

Edge01 Becomes Abbey's Internal DNS Server

Commissioned Abbey's first internal authoritative DNS service using Technitium DNS on edge01.

Tags: Abbey Root • Infrastructure • DNS • Raspberry Pi • Networking

Repository-Defined AI Session Guidance

Introduced version-controlled AI collaboration guidance so Abbey repositories can define their preferred engineering workflow for any AI assistant.

Tags: Abbey Root • Abbey Framework • AI • Session Workflow • Developer Toolkit

Abbey Session Review Workflow Validation

Validated the new Abbey session review workflow across multiple historical sessions to ensure consistent, evidence-based reconciliation recommendations.

Tags: Abbey Root

Platform Architecture Foundation

Established platform-oriented architecture, introducing stable platform roles and the initial architectural foundation for the next phase of Abbey Root.

Tags: Abbey Root • Architecture • Infrastructure

Remote Access Foundation

Established the foundation for secure remote access to the Abbey Root lab using Tailscale and integrated remote access validation into Abbey Doctor.

Tags: Abbey Root • Remote Access • Tailscale

Site Publish Workflow

Implemented the first end-to-end production publishing workflow for BradCooke.com.

Tags: Abbey Root • BradCooke.com • Astro • GitHub Pages • Automation

Abbey Review Workflow Validation

Validated a repeatable session reconciliation workflow using Abbey context and read-only Codex reviews.

Tags: Abbey Root • Workflow • AI • Documentation

Helter Skelter Plant Publishing Workflow

Published Helter Skelter through the Plant Model workflow and expanded the publisher to support timeline photographs.

Tags: Abbey Root • BradCooke.com • Plant Model • Orchid Rescue

Session Reconciliation Workflow Validation

Validated Abbey Root's session reconciliation process by reviewing historical sessions against the current repository and reconciling planning and documentation drift.

Tags: Abbey Root • Documentation • Workflow

Doctor Robert Plant Publishing Workflow

Completed the first end-to-end Plant Model publishing workflow by generating and publishing Doctor Robert from a canonical workspace.

Tags: Abbey Root • BradCooke.com • Plant Model • Orchid Rescue

Plant model and validation workflow

Defined the reusable plant content model and added Abbey validation for plant workspaces.

Tags: Abbey Root • BradCooke.com • Orchid Rescue • Content Model • Automation

Doctor Robert content pipeline

Established a reusable workflow for documenting and publishing orchid rescue histories.

Tags: Abbey Root • BradCooke.com • Orchid Rescue • Content Pipeline

Website Styling Refactor

Website Refactor to use modualr CSS architecture

Tags: Abbey Root • website • astro • css • styling • frontend • refactor

“Abbey Session Learns the Workflow”

“Enhanced the Abbey session workflow and introduced the foundation for lightweight session updates.”

Tags: Abbey Root • Workflow • Developer Experience • Automation

Building the Documentation Framework

Redesigned Abbey Root's documentation architecture, established project standards, and introduced the first version of the Abbey Session workflow.

Tags: Abbey Root • Documentation • Automation • Project Management • AI

Project-Aware AI Context

TODO: Add a short summary.

Tags: Abbey Root • AI • Architecture • Automation • Open WebUI

AI Worker Toolkit

Improving the Abbey Root toolkit and shaping the future of AI-assisted project awareness.

Tags: Abbey Root • AI • Toolkit • Project Awareness

Closet Organization

Organizing the physical Abbey Root lab workspace, cabling, networking gear, and structured wiring cabinet.

Tags: Abbey Root • Lab • Hardware • Cable Management

Network Upgrade and Recovery

Installing the 2.5 Gb switch, recovering from a failed Ethernet adapter, and improving lab network resilience.

Tags: Abbey Root • Networking • Troubleshooting • Proxmox

Project-Aware Platform

Tags: Automation • Website • Documentation • AI • Project Management

Astro Content Collections

Notes on using Astro content collections to organize pages, posts, projects, and journal entries.

Tags: Astro • Content Collections • Metadata

Astro and Publishing Pipeline

Notes on integrating Astro and shaping the BradCooke.com publishing workflow.

Tags: Astro • BradCooke.com • Publishing