Development Log - August 24, 2025¶

Summary¶

Complete MkDocs navigation restructure, MarginIQ Risk Dashboard bug fixes, and creation of comprehensive AI-SOPs documentation system.

Changes Made¶

Commit: 867d7ec - Fix MkDocs awesome-pages plugin configuration

Simplified .pages configuration to embrace plugin auto-discovery capabilities
Removed complex navigation definitions that caused path resolution conflicts
Updated main mkdocs.yml to use minimal nav: - ... approach
Fixed broken navigation links throughout guides section

Commit: b6df1cd - Fix MarginIQ Risk Dashboard error and update docs homepage

Created comprehensive index.md files for all guide subdirectories to resolve 404 errors
Updated documentation homepage with proper promotional images for all applications
Established sustainable documentation structure using auto-discovery principles

PR: #10 - Fix MkDocs navigation structure and Railway deployment setup (merged) PR: #9 - Fix MkDocs navigation for architecture documentation (merged) PR: #11 - Railway deployment setup and MkDocs navigation fixes (merged) PR: #12 - Fix MarginIQ Risk Dashboard error and update docs homepage (merged)

MarginIQ Risk Dashboard Bug Fixes¶

Commit: b6df1cd - Fix MarginIQ Risk Dashboard error and update docs homepage

Fixed critical "'int' object has no attribute 'abs'" error preventing Risk Dashboard data display
Added comprehensive type checking for pandas operations in financial calculations
Implemented safe fallback handling for market value and margin requirement calculations
Ensured proper handling of both pandas Series and scalar values in risk metric functions

Documentation Architecture Improvements¶

Multiple commits and PRs - Systematic documentation restructure

Separated Guides from Development Log as distinct top-level navigation sections
Removed stale documentation pages (data-analysis, deployment, model-training)
Created focused guide sections: Architecture, AI-SOPs, Margin, Statistics, Launcher
Established pattern of working with awesome-pages plugin rather than against it

August 25, 2025 Continuation¶

AI-SOPs System Development¶

Commit: f1ce31d - Complete MkDocs navigation restructure and AI-SOPs reframing

Renamed ai/ directory to AI-SOPs/ for better automatic navigation display
Completely reframed AI-SOPs documentation as procedures designed for AI agents to read and execute
Updated AI-SOPs index page to clearly establish purpose for AI agent consumption
Moved MkDocs awesome-pages plugin guide to AI-SOPs section as reference material
Removed human-centric content and replaced with AI agent implementation guidelines

PR: #13 - Complete MkDocs navigation restructure and AI-SOPs reframing (merged)

Educational Resource Development¶

Commit: 6306520 - Add Data Science educational resources section with 3Blue1Brown guide

Created new data-science directory under guides with comprehensive educational focus
Added detailed 3Blue1Brown resource page covering visual mathematics education
Included links to Grant Sanderson's website (3blue1brown.com) and YouTube channel
Emphasized mathematical foundations approach with visual learning methodology
Structured content for progressive learning from basic concepts to advanced applications