.gitignore Verification Report
Date: 2025-10-06
Date: 2025-10-06
π Introduction
Answer questions about CODITECT, the codebase, or any topic by intelligently combining LLM reasoning with local knowledge base searches.
Date: 2025-10-14
Date50 UTC
β Application Successfully Built
Date: 2025-10-06
Date: 2025-10-06
Table of Contents
This guide walks you through integrating the Knowledge Base extension into your theia-based IDE.
---
Sprint Name: Sub-Agent Implementation Sprint v1.0
---
Session Type: MONITORING-SPECIALIST (Primary Agent)
Session Type: ORCHESTRATOR (Primary Coordinator)
Session Type: RUST-DEVELOPER (Primary Agent)
1-2-3 How to Create V2 Project Plans Version: 1.0.0 Created: 2025-12-14 Architecture: ADR-006 Work Item Hierarchy Status: Production Ready This guide provide...
Complete step-by-step guide for deploying Coditect V5 to Google Kubernetes Engine
Version: 1.0.0
Table of Contents
10.1 Side Drawer Design
10.1 Side Drawer Design
Overview
Overview
Overview
Overview
Overview
Overview
Overview
Overview
Purpose: Quick, memorable pitches for different contexts (elevator, email, social, press)
π Complete Testing Documentation Suite
π― Executive Summary
6.1 Swimlane Pattern - Horizontal Project Rows
6.1 Swimlane Pattern - Horizontal Project Rows
Academic Research References: Uncertainty Quantification & MoE Evaluation Frameworks (2024-2025)
---
Action Items & Recommendations: Coditect Response to A16Z Analysis
Priority Framework: π₯ Critical (This Week) | β‘ High (This Month) | π Planned (This Quarter)
Framework-wide active tasks not covered by v2/ epic tasklists. See v2/epics/ for detailed epic-specific tasks.
Date: November 27, 2025
Date: November 27, 2025
------------------------------ Point A , Point B Route + Obstacles
------------------------------ Point A , Point B Route + Obstacles
Overview
Overview
Actix-web framework specialist for CODITECT v4. Expert in actor model, middleware patterns, WebSocket integration, and high-performance async web services. Ensures proper request handling, error propagation, and correlation ID threading.
Date: 2025-11-30
User Story
Document Specification Block
Document Specification Block
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Document Specification Block
Status
Status: APPROVED β
Status: Accepted
Status: Accepted
Status: Accepted
Status
Status: Implemented (95% Complete)
Status: Accepted
Table of Contents
Table of Contents
Status: APPROVED β
Document Specification Block
Status
Status: Accepted
Status: Accepted
Table of Contents
Document Specification Block
---
Status: Proposed
Status: Accepted
Status: Accepted
Status: Accepted
Status: Accepted
Date: 2025-10-06
Status: Implemented
Status: Implemented
---
Status: Proposed
Status: Accepted
Table of Contents
Table of Contents
---
Status: Proposed
Date: 2025-10-06
Table of Contents
Table of Contents
Status: Proposed
Document Specification Block
Document Specification Block
Document Specification Block
Status: Accepted
---
Date: 2025-10-06
Status: Proposed
Table of Contents
Table of Contents
Status: Proposed
Date: 2025-10-06
Status: Accepted
---
Document Specification Block
Document Specification Block
Status: Accepted
Table of Contents
Status: Accepted
Date: 2025-10-06
Document Specification Block
Document Specification Block
Date: 2025-10-06
Document Specification Block
Document Specification Block
Document Specification Block
Document Specification Block
Date: 2025-10-06
Status: Accepted
Document Specification Block
| Field | Value |
Status: Accepted
Document Specification Block
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Status: Accepted
Document Specification Block
Table of Contents
Table of Contents
Status: Accepted
Status: Accepted
Document Specification Block
Document Specification Block
Document Specification Block
Status: Accepted
Document Specification Block
Document Specification Block
Status: Accepted
Status: Accepted
Document Specification Block
Document Specification Block
Table of Contents
Status: Accepted
Status: Accepted
Table of Contents
Table of Contents
Status: Accepted
Table of Contents
Document Specification Block
Status: Accepted
Document Specification Block
Document Specification Block
Status: Accepted
Document Specification Block
Document Specification Block
Status: Accepted
Table of Contents
Table of Contents
Status: Accepted
Table of Contents
Table of Contents
Table of Contents
Status: Proposed
Date: 2025-10-28
π QA REVIEW BLOCK
Document Specification Block
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Document Specification Block
Document Specification Block
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Document Specification Block
Status
Status: Accepted
* Overview
Overview
Purpose
Agent-Skills Implementation Patterns Document Type: Technical Implementation Guide Audience: Engineering team implementing agent-skill separation Date: Decem...
Agent-Skills Standards Alignment: Executive Summary Date: December 20, 2025 Document Type: Executive Decision Brief Audience: Leadership, Product Strategy Re...
Agent-Skills Standards Alignment: Research Index Research Project: CODITECT Platform Evolution - Agent-Skills Standardization Date: December 20, 2025 Status:...
Task: Extract prompts from 151,000+ words of research and create categorized prompt library
Document Type: Technical Implementation Guide
Date: December 20, 2025
Research Project: CODITECT Platform Evolution - Agent-Skills Standardization
Purpose
Date: 2025-10-08
Part 107 Drone Pilot Certification Study Platform - Educational Content Production
Complete How-To Guide for Educational Video Creation
Session Checkpoint & Next Steps
Overview
π€ Overview
π€ Overview
CI/CD
1. Chunk Overlap Impact (10%)
Standards Development Reference for Skills, Commands, Hooks, Plugins, Subagents, MCP, and Memory
Anthropic Multi-Session Claude Agent SDK Pattern Research Research Date: November 29, 2025 Research Focus: Component activation system alignment with Anthrop...
Research Date: November 29, 2025
Version: 1.0.0
AI-Powered PDF Analysis Platform
Date: 2025-10-07
Date: 2025-10-07
Version: 1.0.0
This document outlines the detailed implementation plan for integrating ArangoDB into the Runway Calculator application.
Analysis Date: 2025-10-14
---------- Use FastAPI for Backend Framework 2025-10-31 ADR-002
Directory Purpose
Location Updated: 2025-09-16 - Moved to docs/architecture/adrs/
Document Version: 1.0
Document Version: 1.0
Status: Complete (8 ADRs)
* Overview
Overview
Executive Summary
We have successfully implemented the authentication testing system. Here's a summary of what we've accomplished:
* Overview
* Overview
* Overview
* Overview
Comprehensive MoE synthesis of Auto-Claude patterns for CODITECT v2.0 enhancement with strategic Fork vs Pick-and-Choose decision
Document Type: MoE Research Synthesis (Comprehensive Deep Analysis)
Analysis Date: December 22, 2025
Executive Summary
Purpose: Generate remaining 73 files across 15 categories efficiently while maintaining Aviation exemplar quality (98/100).
Autonomous .Claude Framework - 8-Week Implementation Plan From 78% to 100% Autonomous Operation Version: 1.0.0 Date Created: 2025-11-13 Status: Ready for Exe...
Project: CODITECT V2 Autonomous Task Execution
Quick Reference: Key deliverables and implementation order
Visual Reference for Implementation
Project: CODITECT V2 Autonomous Execution
Category: Technical Training β Aviation
Quick-start prompts for common aviation training videos
10+ Production-Ready Prompts with Platform Variations and Outputs
AZ1.AI CODITECT Master Orchestration & Governance Plan Document Version: 1.0 Last Updated: 2025-11-15 Document Owner: Hal Casteel, Founder/CEO/CTO, AZ1.AI IN...
AZ1.AI CODITECT Platform Rollout - Master Plan Copyright Β© 2025 AZ1.AI INC. All Rights Reserved. Developed by Hal Casteel, Founder/CEO/CTO, AZ1.AI INC. Statu...
Project Overview
Quick Start (Local Development)
Date: 2025-10-06
What Was Built
* Overview
Overview
Date: 2025-10-14
Beads-CODITECT Integration Architecture Assessment Date: December 22, 2025 Evaluator: Senior Architect (Claude Sonnet 4.5) Status: ARCHITECTURAL EVALUATION I...
Beads Integration Value Analysis Date: December 22, 2025 Analysis Type: MoE (Mixture of Experts) Workflow Status: APPROVED FOR INTEGRATION Final Score: 8.4/1...
Date: December 22, 2025
Document Type: Strategic Decision Report Author: MoE Analysis Panel (5 Experts + 3 Judges) Date: December 22, 2025 Version: 1.0.0 Status: FINAL...
Document Type: Strategic Decision Report
Date: December 22, 2025
Enhanced Rust specialist for CODITECT v4. Expert in Actix-web, FoundationDB integration, async patterns, and multi-tenant architectures. Follows ADR standards, ensures 95% test coverage, and integrates with CODI monitoring. Primary implementer for src/ components.
Overview
Type: Deployment Architecture
* Overview
Overview
10-16 Checkpoint: Docker Multi-Stage Build Fixes + Deployment Fix
11 Browser Verification
11 Test Report
17 - Detailed Verification & Status Report
17 - SUCCESS REPORT
17 Deployment Ready Status
17 vs Build #18 - Complete Security & Feature Comparison
18 - Complete Production Deployment Guide
18 - Final Configuration & Multi-llm Suite
23 - theia Localhost Connection Fix - Checkpoint
Last Updated15 EST
* Overview
* Overview
* Overview
* Overview
Company: AZ1.AI / CODITECT
Level: System Context (C4 Model Level 1)
Level: Container (C4 Model Level 2)
Purpose: Detailed component-level architecture of the Django License Server backend, showing Django apps, models, viewsets, middleware, and service layers with multi-tenant architecture implementation.
Purpose: Component-level architecture of the Cloud SQL PostgreSQL database, showing Row-Level Security (RLS) enforcement, connection pooling, backup strategy, and performance optimization for multi-tenant data isolation.
Purpose: Component-level architecture of Redis Memorystore, showing atomic seat counting with Lua scripts, session TTL management, connection pooling, and failover strategy for multi-tenant license session tracking.
Document Type: C4 Level 3 (Component) Diagram
Document Type: C4 Level 3 (Component) Diagram
Document Type: C4 Level 3 (Component) Diagram
Document Type: C4 Level 3 (Component) Diagram
Level: Component (C4 Model Level 3)
Level: Component (C4 Model Level 3)
Level: Component (C4 Model Level 3)
Diagram Level: 1 (System Context)
Diagram Level: 2 (Container)
Diagram Level: 3 (Component)
Diagram Level: 4 (Code)
Purpose: Class-level detail of the tenant context management system, showing thread-safe context storage, PostgreSQL session variable integration, and usage patterns for maintaining tenant isolation throughout request lifecycle.
Purpose: Class-level detail of the Django multi-tenant model architecture, showing inheritance hierarchy, field definitions, and relationships between tenant-scoped models.
Diagram Level: 1 (System Context)
Diagram Level: 2 (Container)
Diagram Level: 3 (Component)
Diagram Level: 4 (Code)
Overview
Document Type: C4 Level 4 (Code) Diagram
Catastrophic Forgetting in Generative AI and LLM-Based Agentic Systems
Research Document for CODITECT Anti-Forgetting Memory System
Primary orchestration agent for CODITECT code review and task coordination. Reviews code against ADR standards while managing follow-up activities via CODI system. Essential for multi-agent coordination, quality gates, and implementation tracking.
Date26:48Z
Date37 UTC
Implementation Status: β Currently Implemented
π― Claude Sub-Agents Collection Analysis
This file provides guidance to Claude Code and other AI assistants when working with this codebase.
Quick reference for Claude Code in the CODITECT v4 repository.
Claude.md Best Practices Research Report Research Date: December 3, 2025 Conducted By: AI Research Agent Purpose: Comprehensive analysis of Anthropic's offic...
Research Date: December 3, 2025
CODITECT Cloud Infrastructure - Multi-Cloud Readiness Report
Last Updated: 2025-10-13
Cloud Infrastructure Integration Analysis Document: CLOUD-INFRASTRUCTURE-INTEGRATION-ANALYSIS.md Version: 1.0.0 Purpose: Integration analysis between CODITEC...
Document: CLOUD-INFRASTRUCTURE-INTEGRATION-ANALYSIS.md
Deployment Overview
Overview
β‘ Fast deployment for experienced users
Document Version: 1.0
Vision
Vision
Date: 2025-10-06
Document Type: Implementation Plan with CODITECT v2 Tasklist
CodiFlow Implementation Plan v2.0 Document Type: Implementation Plan with CODITECT v2 Tasklist Generated: December 22, 2025 MoE Analysis: 5 Experts + 2 Judge...
Date: 2025-09-22
Browser-Based IDE with Local llm Support, Multi-Agent Architecture, and Real-Time Collaboration
π One-Command Start
Created: 2025-10-29
CODITECT Anti-Forgetting Memory System Business Case & Value Proposition
Business Case & Value Proposition
Complete End-to-End System Architecture
Status: Ready for GKE Staging Deployment
Analysis Date: December 18, 2025
FastAPI backend for CODITECT Cloud Platform with multi-tenant architecture, JWT authentication, and Row-Level Security.
Base URL
Date00 AM EST
Complete deployment guide for Django 5.2.8 backend on Google Kubernetes Engine (GKE).
Date00 AM - 3:30 AM EST
Production-ready Docker and Kubernetes deployment configuration for Django 5.2.8 backend.
Phase: Phase 2.2 - FastAPI Backend Foundation
Python Version Compatibility
Document Status: Production
Document Status: Production
Last Updated30 AM EST
Date: November 30, 2025
Executive Summary
Production-Ready Directory Organization
Date: November 23, 2025
CODITECT Cloud Platform - Project Plan Copyright Β© 2025 AZ1.AI INC. All Rights Reserved Developed by Hal Casteel, Founder/CEO/CTO, AZ1.AI INC Project Type: S...
Assessment Date: 2025-11-30
Generated: 2025-11-30
Module Name: CODITECT-COMPLIANCE
Initiative: Transform CODITECT into a Modular, Composable Product Suite
Consolidated master plan for CODITECT Core development. See v2/ for active epic-based roadmap.
CODITECT Core - Production Readiness Assessment Stakeholder Presentation Date: November 22, 2025 Prepared By: Multi-Agent Production Readiness Team Audience:...
CODITECT Core - Production Readiness Roadmap Product: AZ1.AI CODITECT Core (Beta Pilot Launch) Repository: CODITECT-rollout-master/submodules/core/CODITECT-c...
CODITECT Core - Task List with Checkboxes Product: AZ1.AI CODITECT - Distributed Intelligence Framework Repository: coditect-core (Primary Product / CODITECT...
Product: AZ1.AI CODITECT - Distributed Intelligence Framework
CODITECT Core Component Upgrade - Project Plan Product: CODITECT Core Framework Component Upgrade Repository: coditect-core Owner: AZ1.AI Inc. Author: Hal Ca...
CODITECT Core Component Upgrade - Task List with Checkboxes Product: CODITECT Core Framework Component Upgrade Repository: coditect-core Status: ALL PHASES C...
Product: CODITECT Core Framework Component Upgrade
CODITECT Core Documentation Reorganization - Project Plan Project Type: Documentation Infrastructure Overhaul Timeline: 4 Phases, 6 Weeks Budget: $18,500 (11...
CODITECT-Core Pilot Launch - Consolidated Plan Document Version: 1.1.0 Status: Active Planning (Security Hardening Added) Created: December 17, 2025 Updated:...
Report Date: December 4, 2025
Date: November 24, 2025
Overview
CODITECT Development Timeline Generated: 2025-11-17T21:25:07.607966 Total Unique Messages: 1,601 Total Checkpoints: 49 Phases: 2 Timeline Visualization
Date: December 19, 2025
Date: December 27, 2025
Date: December 27, 2025
Date: December 19, 2025
Date: December 27, 2025
Date: December 27, 2025
Analysis Date: December 19, 2025
Version: 1.0
Project ID Active Development | Type: Product
Document Version: 1.0
CODITECT Internal Documentation Analysis Report Generated: December 22, 2025 Target: Analysis Method: Manual inspection + grep analysis Current File Count: 4...
This directory contains comprehensive API documentation for the CODITECT License Management API.
Version: 1.0.0
Project: CODITECT Cloud Infrastructure + Django Backend
Project: CODITECT Cloud Backend - License Management API
Comprehensive Research Report: Cloud + On-Premise Hybrid Licensing
Production-ready Python SDK for automated license seat management with heartbeat automation.
Version: 1.0
What's missing to enable full visibility into multi-agent workflows
Version: 1.0.0
Complete inventory of all architecture documentation, diagrams, workflows, and supporting materials.
Date: 2025-10-27
Purpose
CODITECT Parallel Task Execution Enhancement Plan Purpose: Native CODITECT enhancements for production-grade parallel agent execution with multi-LLM support....
Purpose: Native CODITECT enhancements for production-grade parallel agent execution with multi-LLM support.
CODITECT Pilot Launch Checklist Target Date: December 24, 2025 Status: Pre-Launch (Day 5 COMPLETE + P0/P1 Security Hardening ADDED - Day 5.5 Security NEXT) D...
CODITECT Platform - Comprehensive Workflow Analysis & Expansion Plan
Date: November 24, 2025
Current State: 8 H.P.006-WORKFLOWS
Current State: 8 workflows
Date: 2025-11-30
Date: 2025-11-30
Date: 2025-11-30
Date: 2025-11-30
Version: 1.0.0
Version: 1.0.0
Version: 1.0.0
Version: 1.0.0
Status: Production Ready
Date: 2025-11-28
Executive Summary
CODITECT Repository Naming Convention All CODITECT repositories follow a standardized naming convention that organizes projects by category and provides clea...
CODITECT Repository Reorganization - Project Plan Purpose Consolidate and reorganize 173 repositories across 3 GitHub accounts (coditect-ai, halcasteel, az1-...
Project Overview
Document Type: Change History
Date: November 22, 2025
Agent Type: CODITECT Primary Agent
Date: November 24, 2025
Version: 3.0
Version: 1.0.0
Version: 1.0.0
---
Standard ID: CODITECT-STANDARD-ADR
Version: 1.0.0
Status: Approved
---
Version: 1.0.0
---
Version: 1.0.0
Version: 2.0.0
Standard ID: CODITECT-STANDARD-SDD
Standard ID: CODITECT-STANDARD-TDD
---
---
Version: 1.0.0
Analysis Date: December 3, 2025
Audit Date: 2025-11-28
Version: 1.0.0
Building Tomorrow's Agentic AI Power Users Today
Date: 2025-09-22
CODITECT Submodule Analysis Framework This document provides a comprehensive analysis of all 42 CODITECT submodules, their purposes, relationships, and roles...
Executive Summary
Date: 2025-11-26
CODITECT Submodule Migration Plan Date: 2025-11-16 Purpose: Migrate newly created git repositories to proper git submodules in coditect-rollout-master Status...
Date: 2025-11-16
Date: 2025-10-14
Version: 3.0
CODITECT Uncertainty Quantification & MoE Evaluation Framework
Version: 1.0.0
CODITECT V2 Master Project Plan Project ID: P001 Project Name: CODITECT Platform - Complete Autonomous Development System Version: 2.0.0 Date Created: 2025-1...
AI-powered platform that transforms Architecture Decision Records into working software.
Last Updated: 2025-10-07
Last Updated: 2025-10-07
Last Updated: 2025-10-07
Last Updated: 2025-10-07
Date: 2025-10-07
Date: 2025-10-07
Date: 2025-10-07
Date: 2025-10-07
CODITECT Workflow Diagrams and Narratives Version: 1.0.0 Date: December 24, 2025 Author: AZ1.AI INC Architecture Team Business Model Overview Key Principles:...
Version: 1.0.0
Prompt ID: 01-PRODUCT-DEFINITION
Prompt ID: 02-PRODUCT-REQUIREMENTS
Prompt ID: 04-TECHNICAL-DESIGN-DOCUMENT
Document Version: 1.1.0
Project: CODITECT Enterprise Document Management System
Project: CODITECT Enterprise Document Management System
Overview
Version: 1.0.0
Version: 1.0.0
Version: 1.0.0
Agentic Development as a Service - Transform Ideas into Production-Ready Products with Autonomous AI Orchestration
π Server Features
Date: November 24, 2025
Track collectibles (art, watches, wine, cars): acquisition, authentication, valuation, insurance, selling.
* Overview
* Overview
Date: December 19, 2025
From Educational Framework to Generic Project Template
Date: 2025-11-26
Overview
Component Activation - TASKLIST Date Created: 2025-11-29 Last Updated: 2025-11-29 Status: β Phase 1-4 Complete Metric After Status ----------------------- Ag...
Purpose: Enable CODITECT self-awareness through unified capability indexing across all component types.
Purpose: Enable CODITECT self-awareness through unified capability indexing across all component types.
Version: 1.0.0
Course Overview
Project: CODITECT Context Intelligence Platform
8. Security Implementations
1. Metadata Compression
* Overview
Date: 2025-10-28
Document Type: Production Pipeline Guide
Context Database Enhancement Analysis Author: Claude Code Analysis Date: 2025-12-22 Status: Proposed Priority: P1 - Critical for MoE Agent Continuity The COD...
Author: Claude Code Analysis
Context Database Schema V2 - Complete Data Capture Design Principles Zero Data Loss - Every field from every entry type is preserved Query Optimized - Common...
Version: 2.0.0
Thank you for your interest in contributing to the AI-Powered PDF Analysis Platform!
Thank you for your interest in contributing to the CODITECT Enterprise Content and Document Management System! This document provides guidelines and workflows for contributing to the project.
Overview
* Overview
Overview
Date: 2025-10-06
Overview
Date: 2025-10-06
Date: 2025-10-06
Date: November 30, 2025
C4 Model Analysis with Integrated Diagrams
Detailed Task Breakdown with Progress
QR Contact Card Generator - CRM Integration
Contact Relationship Management System for QR Contact Card Generator
Contact Relationship Management System
Date: 2025-10-06
Implemented Features
Overview
Version: 2.0.0 (Phase 2 - Production Multi-Tenant SaaS)
π― Overview
π― Overview
Overview
Overview
Version: 4.0 (Hybrid AI + GPS Navigation)
π Completed Work
π Completed Work
Multi-Project, Multi-Tenant, Multi-Team Navigation System
Multi-Project, Multi-Tenant, Multi-Team Navigation System
Status: Production Ready
Document Version: 1.0
Complete Multi-Tenant SaaS Solution
Migration Date: November 26, 2025
Date: November 27, 2025
One-page cheat sheet for developers using the v2.0 schema
* Overview
Status: Design Proposal
Overview
1. Core Database Functions
CODITECT Cloud Platform Deployment - First Day Protocol
Version: 5.0.0
Deployment Directory Consolidation - Summary Completed: December 22, 2025 Agent: codi-documentation-writer Status: Complete Successfully consolidated and enh...
Deployment Directory Consolidation Analysis Created: December 22, 2025 Analyst: codi-documentation-writer Status: Complete --- Current File Inventory Existin...
This guide covers deploying the PDF Analysis Platform to Google Cloud Platform (GCP) using Google Kubernetes Engine (GKE) and Cloud Build.
Date: 2025-11-26
Date: November 30, 2025
Date03 UTC
Executive Summary
Date: 2025-11-26
Phase 1: Core System Hardening
CODITECT Audio2Text
CODITECT Citus Django Infrastructure
Last Updated: 2025-10-13
Document ID: CODITECT-DMS-SPEC-014
Summary
Date: 2025-11-24
π Summary
Last Updated: 2025-10-13
Date: November 22, 2025
Analysis Date: /Users/halcasteel/PROJECTS/coditect-rollout-master/submodules/core/coditect-core Total Documents: 477
Execution report for internal/project/ consolidation. Created 3 new files, deleted 100+ obsolete files.
Documentation Consolidation MoE Orchestration Plan Created: 2025-12-22 Objective: Reduce 544 docs to ~100 essential, high-quality documents Method: Mixture o...
Consolidation plan for internal/project/ directory: 132 files β 30 files target
Documentation Fix Checklist CODITECT Core - Action Items from Quality Report
Quick Start
Date: 2025-11-30
Status: Ready to Execute
coditect-rollout-master CLAUDE.md and README.md
Date: 2025-11-22
* Overview
* Overview
* Overview
Document: ADR-028
User
Version: 1.0
* Overview
Research Date: December 19, 2025
Overview
* Overview
* Overview
Generated from adr-004-v4-api-architecture-part2-technical.md
Company: AZ1.AI / CODITECT
Prepared For: Hal Casteel, Founder/CEO/CTO, AZ1.AI INC
Explain Skill - Intelligent Question Answering Automatically determine the best strategy to answer user questions by combining: Direct LLM knowledge Local kn...
1. Open-Source Software Components
* Overview
* Overview
* Overview
Status: Active Development
Date: November 30, 2025
Executive Summary
Date: 2025-10-06
Date: 2025-10-06
What is the File-Monitor?
Document Type: Research & Best Practices Guide
Installation (5 minutes)
Overview
Overview
Cluster Details
Created: 2025-10-14
π Mission Accomplished: $1,320/month Cost Savings!
Created: 2025-10-14
* Overview
Version: 2.0 (theia-based)
Purpose
Executive Summary
Project: CODITECT Cloud Backend
Generated: 2025-12-18 Source: gcloud CLI discovery Purpose: Complete inventory of deployed CODITECT platform infrastructure
Generated: 2025-12-18
Generated: 2025-11-23
Type: Infrastructure Diagram
Date: 2025-11-23
Project ID: serene-voltage-464305-n2
CODITECT Infrastructure on Google Cloud Platform
GenAI Context-Memory Management & AI Development Analytics Market Research
Document Status: PLACEHOLDER - Awaiting market research content from web-search-researcher agent
Analysis Date: November 26, 2025
* Overview
Complete Git workflow, configuration, and best practices for the Coditect AI IDE project.
Document Purpose: Define market positioning, value proposition, and customer acquisition strategy
Project: CODITECT Google Docs Integration
Project: CODITECT Google Docs Integration
Project: CODITECT Google Docs Integration
Project: CODITECT Google Drive Integration
To persist container data with pods in Google Cloud GKE, use Kubernetes PersistentVolumes (PV) and PersistentVolumeClaims (PVC) to facilitate durable storage: a pod mounts a PVC, which dynamically provisions and attaches a persistent disk (Compute Engine Persistent Disk or Google Filestore) for consistent data across pod restarts.
Document Type: Technical Reference Guide
Project: CODITECT Google Mail (Gmail) Integration
Project: CODITECT Google Meet Integration
Document Type: Technical Reference Guide
Research Date: December 19, 2025
Overview
Overview
Time Required: 30-60 minutes
Time Required: 45-90 minutes
Estimated Time 45 min, production workflow: 90 min)
Estimated Time 30 min, complex with validation: 50 min)
Estimated Time 30 min, production script: 60 min)
Estimated Time 20 min, complex with agents: 40 min)
What We've Accomplished
This guide explains how to use the HTTP mock infrastructure for testing API integrations in the Runway Calculator application.
Analysis Date: 2025-10-14
Analysis Date: 2025-10-14
Analysis Date: 2025-10-14
Analysis Date: 2025-10-14
Analysis Date: 2025-10-14
This document outlines our hybrid approach to testing in the Runway Calculator application, which combines the standard Rust testing pattern with additional organization for complex testing scenarios.
Hyper-Scale Architecture for 1M+ Tenant Organizations Date: November 22, 2025 Scope: CODITECT production architecture designed to scale to 1 million+ tenant ...
Date: November 22, 2025
The main reason your theia instance's Kubernetes pod disappears after a session timeout is likely due to the pod's lifecycle management in conjunction with theia Cloud or the container orchestration configuration that automatically terminates pods when idle or after a timeout period. Some theia Cloud deployments are designed to destroy IDE pods automatically after a certain inactivity timeout, around 30 minutes or so, to free up resources. theia-cloud uses a session timeout and monitors network activity to decide when to terminate pods that are no longer in use, as seen in some GitHub discussions about theia-cloud container auto-destruction behavior.
Overview
Implementation Blueprint: Reviewer Council for Coditect This document provides production-ready implementation patterns for integrating the LLM Council's pee...
Overview
Summary
Date: 2025-10-07
Date00 AM EST
* Overview
Date: 2025-10-13
Internal Docs Consolidation - Quick Reference Card Status: Ready for Execution Timeline: 2 weeks (16-20 hours) Impact: 390 β 60 files (85% reduction) Before ...
Internal Documentation Analysis - Executive Summary Date: December 22, 2025 Analyst: Claude Sonnet 4.5 Scope: directory analysis for documentation reorganiza...
Date: December 22, 2025
Internal Documentation Consolidation - Visual Flow Before & After Comparison Consolidation Process Flow File Consolidation Examples
Date: December 22, 2025
Internal Documentation Consolidation Plan - Executive Summary
Date: December 22, 2025
Completed: December 22, 2025
internal/testing/ Consolidation Summary Completed: December 22, 2025 Agent: codi-documentation-writer Status: Phase 1 Complete (Frontmatter + Enhanced CLAUDE...
Generated: December 22, 2025
internal/testing/ Directory Consolidation Analysis Generated: December 22, 2025 Analyst: codi-documentation-writer Working Directory: /Users/halcasteel/PROJE...
* Overview
Comprehensive strategy for maintaining, updating, and ensuring the long-term relevance of the Coditect knowledge base as it grows over time.
β±οΈ Time to Deploy ~$200/month | π― Difficulty: Intermediate
Overview
* Overview
* Overview
Overview
Date: November 24, 2025
Date: November 24, 2025
Date: November 30, 2025 (Updated with Expanded Research)
Copyright Β© 2025 AZ1.AI INC. All Rights Reserved.
Copyright Β© 2025 AZ1.AI INC. All Rights Reserved.
Karpathy's LLM Council demonstrates a deliberation pattern for consensus-seeking across multiple models. Coditect's autonomous development platform...
Executive Summary
CODITECT Citus Django Infrastructure
Frontend specialist for CODITECT v4 React/TypeScript implementation. Builds type-safe UIs with strict mode, WebSocket real-time features, API integrations, and responsive designs. Expert in React 18, TypeScript 5, modern CSS, and frontend performance optimization.
Observability and monitoring specialist for CODITECT v4. Implements structured logging per ADR-022, integrates with GCP operations suite, ensures distributed tracing, and enhances CODI monitoring system. Guardian of system visibility and operational excellence.
Rust implementation specialist for CODITECT v4. Develops production-grade Rust code following ADR standards, with expertise in Actix-web, FoundationDB integration, async patterns, and multi-tenant architectures. Primary agent for src/ implementation.
Full-stack cloud architecture specialist for CODITECT v4. Reviews code with deep GCP expertise, optimizes CI/CD pipelines, ensures cloud-native patterns, and validates deployment readiness. Expert in Rust, TypeScript, React, FoundationDB, and Google Cloud Platform.
CODITECT v4 ADR compliance specialist. Reviews implementations against ADR standards, ensures 40/40 quality scores, validates architectural decisions, and enforces v4 blueprint requirements. Essential for all ADR-related quality gates.
1. What Must Be Preserved
Purpose: Validate end-to-end user experience in production
Purpose: Generate a complete, production-ready, cloud-native PDF analysis platform with AI integration deployed on Google Kubernetes Engine.
Overview
Overview
MEMORY-CONTEXT Performance Optimizations Date: 2025-11-16 Sprint: Sprint +1 Week 2 - Performance Optimization Status: β Complete Implemented performance opti...
Date: 2025-11-16
* Overview
Date: December 26, 2025
Project: CODITECT Enterprise Document Management System
MoE Strategic Analysis: CODITECT Platform Evolution Document Type: Strategic Analysis & Recommendations Analyst Role: Mixture of Experts (MoE) - Industry Sta...
Document Type: Strategic Analysis & Recommendations
Date: 2025-10-19
Purpose
Multi-tenant architecture specialist for CODITECT v4. Expert in tenant isolation, data partitioning, security boundaries, and scalable SaaS patterns. Ensures complete tenant separation while maintaining performance and operational efficiency.
Multi-Tenant Context Architecture with FoundationDB Document Version: 1.0 Date: 2025-12-16 Status: DRAFT (Architecture Planning) Author: Architecture Team Pu...
Date: November 30, 2025
Analysis Date: 2025-10-14
Research Date: 2025-10-19
Analysis Date: 2025-10-14
Status: β Implemented
Analysis Date: 2025-10-14
Version: 1.0
Version: 1.0
Overview
Document Version: 1.0
Purpose: Coordinate 5 parallel agent workstreams for CODITECT Cloud Platform deployment with zero merge conflicts and 45-52% faster completion time.
Date: 2025-10-14
Generated25:00Z
Last Updated15 EST
This document outlines the next steps for completing and improving the Runway Calculator application.
Status: Phase 2 β COMPLETE β Moving to Staging Deployment
CODITECT Cloud Infrastructure
Company Hal Casteel, Founder/CEO/CTO | Email: hal@az1.ai
Implementation Status: π§ Requires Adaptation
Use this checklist to verify the API documentation implementation is complete and correct.
Date: November 30, 2025
Created: December 1, 2025
OpenTofu Infrastructure Operational Analysis: Centralized vs. Distributed
Executive Summary: Comprehensive DevOps operational analysis comparing centralized monolithic OpenTofu/Terraform infrastructure management against distributed service-specific approach for multi-service platforms. Includes operational complexity scoring (1-10 scale) across team sizes from founder-led startup (1-2 engineers) to scaling organization (5-10 engineers).
Date: December 1, 2025
Date30 AM EST
Date: 2025-10-06
P0 Critical Workflows - Implementation Plan Date: December 26, 2025 Status: Ready for Implementation Total P0 Workflows: 15 Estimated Effort: 168 hours (4.2 ...
Date: December 26, 2025
Date: December 26, 2025
Purpose: One paragraph pitches customized for different audiences and contexts
CODITECT Cloud Platform Deployment Optimization
CODITECT Cloud Platform Deployment
Use this skill when working with PDF document generation or manipulation in your codebase.
Production-ready Python tool for converting PDF documents to Markdown format with support for text extraction, table parsing, and layout preservation.
Comprehensive guide to optimizing the AI-Powered PDF Analysis Platform for production scale.
Date: 2025-10-28
Project: CODITECT Core Production Standardization Phase: 0 - Discovery & Inventory Date: December 4, 2025 Status: β Complete Author: Claude Code...
Date: 2025-10-06
Date: 2025-10-14
Overview
Date: December 1, 2025
Date: December 1, 2025
Date: December 1, 2025
Status: Design Complete β Implementation in Progress
Status: Implementation Complete β
-------------- 10/min PATCH Refresh session TTL None
Status: β COMPLETE
Status: β COMPLETE
Project: CODITECT Cloud Backend License Management
Date: November 30, 2025
Project: CODITECT Core Production Standardization Phase: 1 - Standards Compliance Analysis (Grading Complete + Phase 0.7 Upgrades Complete) Date:...
Project: CODITECT Core Production Standardization Phase: 1 - Standards Compliance Analysis (IN PROGRESS) Date: December 4, 2025 Status: π‘ INTERIM...
Date: November 30, 2025
Date: November 30, 2025
Date: November 30, 2025
Date: 2025-10-14
Phase 2 Preview - Commands & Skills Implementation Project: CODITECT Core Enhancement Phase: Phase 2 - Commands & Skills (Post-Production) Duration: 4 weeks ...
Date: November 27, 2025
Date: November 27, 2025
Date: November 27, 2025
Date: 2025-10-14
Date: December 26, 2025
Project: CODITECT Cloud Infrastructure
Date Completed: 2025-11-30
Date: November 30, 2025
Date: November 30, 2025
Last Updated00:00Z
Multi-Slide Presentation (15 slides)
Date: 2025-10-26
Date: 2025-11-24
Date: 2025-11-26
* Overview
Date: 2025-10-26
This guide covers operational considerations for deploying the file monitor in production environments.
AI-Powered PDF Analysis Platform
ποΈ Dual Repository Architecture
Date: November 26, 2025
Required Modifications for Human Authority Implementation
Consolidated project management documentation index. See v2/ for active roadmap.
Version: 1.0
Overview
PROJECT-PLAN-SKILLS-STANDARDIZATION.md Project Name: CODITECT Skills Standardization Initiative Start Date: 2025-11-19 Estimated Duration: 1-2 days Priority:...
Date34:53Z
Date: 2025-11-16T08:34:53Z Sprint: Distributed Intelligence Architecture Documentation Status: β COMPLETE Impact: CRITICAL - Platform Foundation
Project: CODITECT License Management Platform (FastAPI + PostgreSQL)
Project: CODITECT Hyper-Scale Multi-Tenant SaaS Platform
Overview
Project: Standardize all README.md files across 42 submodules + master repository Objective: Clean codebase, well organized, futureproofed Scope: 43...
November 2024
Generated25:57Z
Completed Components
Document Type: Status Report Target Audience: Project stakeholders, team leads Last Updated: December 4, 2025 Status: Current
Current status of CODITECT Core framework. See v2/ for active roadmap.
1. Completed Components
Date38:13Z
Report Date35:44Z
Complete directory tree for the Coditect AI IDE project.
Analysis Date: 2025-12-18
Project Overview
Prompt Metadata
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Executive Summary
* Overview
Review Request Block
π QA REVIEW BLOCK
π QA REVIEW BLOCK
Purpose
Architectural Evolution: Request/Response β Event-Driven
Executive Summary
Executive Summary
System Overview
Process Overview
π All Documents Created (370KB+ Total)
TL;DR: Generate 90 prompt files across 15 categories in 3 sessions using automation + AI orchestration.
Get the complete system running in under 30 minutes (local) or 2 hours (GKE production).
β Setup Complete!
Overview
IMPORTANT: Before beginning work, read these documents IN ORDER.
Date: November 26, 2025
Date: December 26, 2025
Date2000
Document Type: Technical Reference Guide
Document Type: Planning & History Target Audience: Project stakeholders, contributors Last Updated: December 4, 2025 Status: Active
Roadmap and Changelog Document Type: Planning & History Target Audience: Project stakeholders, contributors Last Updated: December 22, 2025 Status: Active Fo...
Roblox is a large userβgenerated 3D gaming and social platform where players both create and play millions of experiences across devices, and it is one of the leading βmetaverseβstyleβ platforms globally.
This checklist tracks the development tasks for completing the Yew WASM Startup Runway Calculator application. The goal is to write high-quality code, test thoroughly, and update GitHub only with stable, well-tested features.
This checklist tracks the development tasks for completing the Yew WASM Startup Runway Calculator application. The goal is to write high-quality code, test thoroughly, and update GitHub only with stable, well-tested features.
Project Initialization (Q1 2024)
Project Status Overview
Current Status (Q1 2025)
Date: 2025-10-26
Purpose
SaaS Framework Comparison 2025 - CODITECT Production Stack Analysis
Date: November 22, 2025
Human Authority and Project Governance
Overview
Date: 2025-11-23
CODITECT Citus Django Infrastructure
Date: 2025-10-07
Supported Versions
AI-Powered PDF Analysis Platform
Purpose
Overview
Purpose: RSA-4096 asymmetric key creation, license token signing, public key distribution, and signature verification for tamper-proof offline licensing.
Purpose: PostgreSQL database connection initialization, schema migration execution with Alembic, and zero-downtime migration strategies.
Purpose: Complete Django application deployment to Google Kubernetes Engine with Docker, Cloud Build, and rolling updates.
Purpose: Periodic heartbeat mechanism to maintain active seat reservations and prevent zombie sessions.
Purpose: Complete license validation workflow from CODITECT client startup through license token generation and local verification.
Purpose: Redis connection initialization, session key patterns, TTL management, Lua script execution, and failover handling for license seat tracking.
Purpose: Atomic seat acquisition workflow for floating concurrent licensing with Redis-based seat counting.
Purpose: Explicit seat release when CODITECT shuts down gracefully, freeing seats immediately for other users.
Purpose: Complete subscription creation workflow from plan selection through Stripe Checkout and license activation.
Purpose: User-initiated subscription cancellation with immediate effect or end-of-period options, retention offers, and downgrade handling.
Purpose: 14-day Pro trial activation workflow with validation, activation, and conversion tracking.
Purpose: Enterprise tier usage-based billing with event sourcing, periodic aggregation, and Stripe Usage Records API integration.
* Overview
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Status
Overview
Date: 2025-11-17
Agent Identity and Mission
Skills Inventory for A2A Protocol Parity Status: In Progress Target: 183+ skills (1.5:1 ratio with 122 agents) Current: 112 skills Remaining: 71 skills Date:...
Status: In Progress
Date: 2025-10-26
Date: October 20, 2025
Document Type: Technical Analysis & Incident Report
Target Issue: Socket.IO 400 errors from external requests (internal requests work)
Document Specification Block
AZ1.AI llm IDE - Browser-Based Development Environment
Document Version: 1.0
Software Design Document: CODITECT Multi-Tenant SaaS Platform
| Metadata | Value |
Document Version: 1.0
------------
5. Metrics Collection System
Specialized Intelligence & Content Skills - Implementation Summary
Date: December 20, 2025
Sprint Name: Sprint +1: MEMORY-CONTEXT Implementation Project: CODITECT Framework - Memory & Context System Repository: CODITECT-core Phase: Phase 1...
Date30:00Z
Date: 2025-10-20
Date: 2025-10-19
Stack Detector Implementation Summary Date: December 22, 2025 Version: 1.0.0 Status: β Production Ready Successfully implemented Dynamic Security Profiling s...
Date: November 30, 2025
Rust quality assurance specialist for CODITECT v4. Combines deep Rust expertise with rigorous QA practices. Reviews Rust code for safety, performance, multi-tenant isolation, and ADR compliance. Ensures 95% test coverage and production readiness.
Target: 10-20 concurrent users
Research Date: November 23, 2024
β±οΈ Time Required: 2-4 hours
Date: 2025-10-26
Document: ADR-029
Kubernetes StatefulSet expert for CODITECT persistent terminal pods. Specializes in GKE E2 machine configuration, persistent volume management, pod lifecycle orchestration, and resource optimization. Expert in stateful workload patterns for development environments.
* Overview
Project: CODITECT Stripe Integration
π Claude Sub-Agent Workflows: 1-2-3 Quick Start
Transform any user request into the correct "Use the [agent-name] subagent" format.
Document Type: Supplementary Diagram
Document Type: Supplementary Diagram
CODITECT Hyperscale Multi-Tenant SaaS Platform
Part 1: System Categorization and Overview
Part 2: Introduction and Detailed System Overview
Part 3: Component Design
Part 5: Summary and Glossary
1. Core Infrastructure Components
9. Testing & Quality Assurance
Complete C4 model diagrams for the AI-Powered PDF Analysis Platform.
CODITECT Audio2Text
Version: 2.0
1. Core System Components Review
Visual representation of task dependencies for parallel execution planning
Overview
Overview
TaskExecutor Refactoring - Project Plan Document Version: 1.0 Last Updated: 2025-11-23 Document Owner: Hal Casteel, CEO/CTO, AZ1.AI INC. Project Type: Strate...
TaskExecutor Refactoring - Task List Document Version: 1.0 Last Updated: 2025-11-23 Document Owner: Hal Casteel, CEO/CTO, AZ1.AI INC. Total Tasks: 186 tasks ...
Legend
Project: CODITECT License Management Platform (Django + React + PostgreSQL)
Create CLAUDE.md files for all submodules missing AI agent configuration.
* Overview
1. Additional Technical Components
Document Specification Block
Technical Overview
AZ1.AI llm IDE - Technical Implementation Specification
Document Version: 1.0
Document Version: 1.0
Technical Design Document: CODITECT Multi-Tenant SaaS Platform
Document Version: 1.0.0
Overview
Purpose
Document Version: 1.0.0
This guide explains the automated testing infrastructure for catching configuration issues BEFORE deployment.
π Summary
This directory contains test utilities and integration tests for the runway calculator application.
Purpose
Overview
* Overview
Verified AI Modules Installation
Overview
Overview
Overview
Date: 2025-10-08
Overview
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Created: 2025-10-08
Date: 2025-10-08
------------ 34,809 bytes 46,467 bytes 51,655 bytes 30,396 bytes 18,087
Status//localhost:5000 (inside Docker container)
Overview
URGENT: Decision Required by Dec 20, 2025
Rollout-Master vs V2 Master Project Plan
Session Duration00 AM - 4:00 AM EST (3 hours)
Issues Identified
Document Version: 1.0
Rollout-Master + V2 Master Plan Comparison
Prototypical Base Project for Any Domain
Overview
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V2 PROJECT PLAN CONSOLIDATION - Execution Checklist Date: December 17, 2025 Launch Target: December 24, 2025 (7 days) Estimated Duration: 3.5 - 5.0 hours Sta...
Date: December 18, 2025
V2 Project Structure - Creation Summary Date Created: 2025-12-14 Status: Complete Architecture: ADR-006 Work Item Hierarchy Core Structure (4 files) ** (7.2 ...
Created: 2025-10-14
Complete index of coditect-v4 reference materials copied to the t2 project.
Date: 2025-10-06
Date: 2025-10-12
Date: 2025-10-13
Date: 2025-10-13
Version: 5.0.0
Date: 2025-10-07
Date: 2025-10-08
Date: 2025-10-08
Date: 2025-10-08
Quick Deploy to GKE
Date: 2025-10-08
Date: 2025-10-14
Date: 2025-10-06
Date: 2025-10-06
Date: 2025-10-08
Purpose: Visual guide showing how the Coditect V5 wrapper always remains around theia IDE.
Vantaβs compliance features center on automating evidence collection and continuous control monitoring across many security and privacy frameworks, plus wrapping that in workflow, AI, and Trust Center capabilities.
Vantaβs compliance features center on automating evidence collection and continuous control monitoring across many security and privacy frameworks, plus wrapping that in workflow, AI, and Trust Center capabilities.
Research Date: December 19, 2025
Document ID: 000.13
Document Type: Master Reference Index & Navigation Hub
This document outlines the setup for WebAssembly integration testing focusing on the HTTP mocking infrastructure and API integration tests.
Research Question register β login β auth tokens β container pods with session management and persistence using WebSockets?
This guide explains how to use the WebSocket mock for testing real-time communication in the Runway Calculator application.
WebSocket protocol specialist for CODITECT terminal gateway. Designs efficient binary protocols, implements reconnection strategies, handles message routing, and optimizes for low-latency terminal communication. Expert in Tokio-based async WebSocket servers and protocol buffers.
Overview
Priority: P0 (Critical)
Priority: P0 (Critical)
For a SaaS platform, you typically want two categories: (1) openβsource license scanners/SCA that you embed in CI and runtime, and (2) openβsource compliance workflow hubs that track obligations, approvals, and SBOMs.
* Overview
* Overview
Work Item Hierarchy Implementation - Multi-Agent Orchestration Plan
Work Item Hierarchy Implementation - Quick Start Guide This is the implementation plan for CODITECT's Work Item Hierarchy system - a comprehensive project ma...
Work Item Hierarchy Implementation - Visual Timeline & Dependencies
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π― Core Principle: Never Reinvent the Wheel
Overview
Date: November 24, 2025
Overview
CODITECT Core - Comprehensive Project Plan
Product: AZ1.AI CODITECT - Distributed Intelligence Framework
CODITECT Core - Comprehensive Project Plan Product: AZ1.AI CODITECT - Distributed Intelligence Framework Repository: CODITECT-core (Primary Product / CODITEC...
CODITECT Core - Comprehensive Project Plan Product: AZ1.AI CODITECT - Distributed Intelligence Framework Repository: coditect-core (Primary Product / CODITEC...
Executive Summary
Project: CODITECT Cloud Platform Backend (Django REST Framework)
Version: 4.0.0
Project Status: Active - Multi-Tenant SaaS Development
Document Version: 1.0
Overview
Project: CODITECT Zoom Integration