1039 docs tagged with "security"

Date: 2025-10-06

📌 Introduction

Scan codebase and infrastructure for compliance framework violations, generating audit-ready reports.

Content-addressable file integrity registry for the CODITECT Zero Trust architecture. Detects unauthorized modifications, tracks changes with cryptographic proof, and maintains an immutable audit trail in org.db.

Execute comprehensive security scanning across the codebase including static analysis, dependency auditing, secrets detection, and configuration review.

Date50 UTC

Date: 2025-10-06

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Sprint Name: Sub-Agent Implementation Sprint v1.0

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📚 Core Concepts (The Building Blocks)

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

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Purpose: Quick, memorable pitches for different contexts (elevator, email, social, press)

📚 Complete Testing Documentation Suite

🎯 Executive Summary

Report Generated50:00Z (UTC)

4.1 Left Sidebar - Hierarchical Project Tree

9.1 Advanced Multi-Select Filtering

9.1 Advanced Multi-Select Filtering

Academic Research References: Uncertainty Quantification & MoE Evaluation Frameworks (2024-2025)

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Action Items & Recommendations: Coditect Response to A16Z Analysis

Priority Framework: 🔥 Critical (This Week) | ⚡ High (This Month) | 📅 Planned (This Quarter)

Framework-wide active tasks not covered by v2/ epic tasklists. See v2/epics/ for detailed epic-specific tasks.

------------------------------ Point A , Point B Route + Obstacles

------------------------------ Point A , Point B Route + Obstacles

Overview

Based on Analysis of Investigation Package (files.zip)

Date: 2025-11-30

Report Date: 2025-11-17

You are an Architecture Decision Record (ADR) Compliance Specialist responsible for ensuring that software implementations adhere to documented architectural decisions, maintain consistency across sys

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Date: 2025-10-06

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Date: 2025-10-28

Date: 2025-10-28

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📊 QA REVIEW BLOCK

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Version: 2.0.0-PROPOSAL

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Overview

Purpose

Architecture Decision Record creation, review, and compliance checking.

API security hardening, authentication patterns, and vulnerability prevention.

Automated compliance validation for SOC2, HIPAA, GDPR, and PCI DSS with audit trail generation an...

Comprehensive security audits covering OWASP Top 10, dependency vulnerabilities, threat modeling,...

SOC2, GDPR, HIPAA compliance implementation with audit logging and certification preparation.

Design and implement perfect tenant isolation with zero data leakage across all system layers.

Agent-Skills Implementation Patterns Document Type: Technical Implementation Guide Audience: Engineering team implementing agent-skill separation Date: Decem...

Migration Summary (2025-09-21)

Proven patterns and strategies for AI agents to effectively leverage the Coditect knowledge base in their workflows.

Document Type: Technical Implementation Guide

Agentic Project Management System (APMS) Neuro-Symbolic Project Management Platform for autonomous tracking and execution of CODITECT projects from inception...

Purpose

Part 107 Drone Pilot Certification Study Platform - Educational Content Production

Complete How-To Guide for Educational Video Creation

🤖 Overview

🤖 Overview

CI/CD

Document ID: CODITECT-BIO-ALCOA-001

1. Market Size & Growth Assumptions

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

Anti-Forgetting Memory System Executive Summary & Investment Brief

Anti-Forgetting Memory System Metrics Dashboard & Visual Summary

Executive Summary & Investment Brief

Metrics Dashboard & Visual Summary

Version: 1.0.0

Date: 2025-10-07

Status

This document outlines the detailed implementation plan for integrating ArangoDB into the Runway Calculator application.

---------- 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

Document ID: CODITECT-BIO-AUDIT-SEARCH-001

Executive Summary

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

Project: CODITECT V2 Autonomous Task Execution

Quick Reference: Key deliverables and implementation order

Visual Reference for Implementation

Project: CODITECT V2 Autonomous Execution

Date: December 18, 2025

Production-ready prompts with full 7-component structure

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 © 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

You are a Backend API Security Specialist responsible for comprehensive security assessment, vulnerability identification, and security hardening of backend APIs and web services following OWASP guide

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

Date: December 22, 2025

Type: Deployment Architecture

Overview

10-16 Checkpoint: Docker Multi-Stage Build Fixes + Deployment Fix

11 Browser Verification

11 Test Report

14 - theia 66 Packages Deployment Checkpoint

17 - Detailed Verification & Status Report

17 Deployment Ready Status

17 vs Build #18 - Complete Security & Feature Comparison

18 - Complete Production Deployment Guide

18 - Final Configuration & Multi-llm Suite

18 - Security Configuration: Non-Root User Setup

23 - theia Localhost Connection Fix - Checkpoint

30: Browser Console Error Analysis & Icon Theme Fix

Build Orchestration Phases

Last Updated15 EST

* Overview

* Overview

Advanced Document Management System with Vector Search and GraphRAG

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: 3 (Component)

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

Complete Celery integration for CODITECT License Platform, enabling background task processing and scheduled jobs for production operations.

CODITECT Biosciences QMS Platform

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.

Date37 UTC

Implementation Status: ✅ Currently Implemented

🎯 Claude Sub-Agents Collection Analysis

🎯 Improvement Opportunities for Claude Sub-Agents

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

Purpose

CODITECT Cloud Infrastructure - Multi-Cloud Readiness Report

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

⚡ Fast deployment for experienced users

Document Version: 1.0

Executive Summary

Vision

Document: CODI Race-Free Multi-Agent Architecture Design

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

Audit Date: 2025-10-29

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.

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

Production-Ready Directory Organization

Date: November 23, 2025

CODITECT Cloud Platform - Project Plan Copyright © 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

Prerequisites

Overview

Compliance automation and evidence collection framework for SOC 2, ISO 27001, HIPAA, and custom compliance programs.

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 - Project Plan Repository: coditect-core Category: core/ Phase: 0.8 Priority: P0 Status: 📋 PLANNED Current Gap ---------------- 85/100 5 CLAUDE...

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 /docs Root Cleanup Plan Created: 2025-11-22 Status: Ready to Execute Scope: Organize 57 markdown files from docs/ root into 9-category subdirec...

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 Master Plan Single Source of Truth for All Project Phases Value -------- 78% complete Components 370+ files Critical Gap Status Priority ------...

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 27, 2025

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

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

Version: 1.0

Version: 1.0.0

Complete inventory of all architecture documentation, diagrams, workflows, and supporting materials.

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

Version: 1.0.0

Version: 1.0.0

Version: 1.0.0

Version: 1.0.0

Status: Production Ready

Executive Summary

Document Type: Change History

Date: November 22, 2025

Agent Type: CODITECT Primary Agent

Date: November 24, 2025

Version: 1.0.0

Version: 3.0

Version: 1.0.0

Version: 1.0.0

---

Standard ID: CODITECT-STANDARD-ADR

Version: 1.0.0

Status: Approved

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Version: 1.0.0

Version: 1.0.0

Version: 2.0.0

Standard ID: CODITECT-STANDARD-SDD

Standard ID: CODITECT-STANDARD-TDD

---

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Version: 1.0.0

Audit Date: 2025-11-28

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

Date: 2025-10-14

Version: 3.0

License Management Platform - Design Specifications

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

Date: 2025-11-28

Project: CODITECT Enterprise Document Management System

Project: CODITECT Enterprise Document Management System

Overview

Version: 1.0.0

Version: 1.0.0

Agentic Development as a Service - Transform Ideas into Production-Ready Products with Autonomous AI Orchestration

🌐 Server Features

Date: November 24, 2025

Overview

Date: December 19, 2025

Project: CODITECT Rollout Master

Security compliance audit against standards (OWASP, SOC2, etc.)

Security compliance audit against standards (OWASP, SOC2, etc.)

Automate compliance checks, evidence collection, audit trail generation, and regulatory reporting

Regulatory compliance validation specialist for comprehensive control verification across major frameworks including SOC 2, HIPAA, GDPR, PCI DSS, and ISO 27001.

You are a **Multi-Framework Compliance Specialist** responsible for assessing, implementing, and maintaining compliance across multiple regulatory frameworks simultaneously.

Overview

Component Activation - TASKLIST Date Created: 2025-11-29 Last Updated: 2025-11-29 Status: ✅ Phase 1-4 Complete Metric After Status ----------------------- Ag...

Component Activation Infrastructure - PROJECT PLAN Project ID: CODITECT-ACTIVATION-2025-11-29 Status: ✅ Phase 1-4 Complete Component Type Documented Callable...

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.

Course Overview

Project: CODITECT Context Intelligence Platform

8. Security Implementations

Date: November 22, 2025

Date: 2025-11-28

Ensure HIPAA compliance for mental health records with consent management, release workflows, and audit logging

Document Type: Production Pipeline Guide

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

Our Pledge

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

Contact Relationship Management System

Date: 2025-10-26

CODITECT Biosciences QMS Platform

Document ID: CODITECT-BIO-CRYPTO-001

Date: 2025-10-06

Executive Summary

Overview

Version: 2.0.0 (Phase 2 - Production Multi-Tenant SaaS)

Overview

Overview

🎉 Completed Work

🎉 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

Implement data governance framework including data catalog, lineage tracking, access control, PII detection, and compliance policies.

Status: Design Proposal

Overview

1. Core Database Functions

Purpose

CODITECT Cloud Platform Deployment - First Day Protocol

Version: 5.0.0

Production-ready dependency vulnerability scanning skill for identifying and remediating vulnerab...

System Prompt

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.

Date03 UTC

🎯 What Problem Did We Solve?

Executive Summary

Phase 1: Core System Hardening

CODITECT Audio2Text

Comprehensive guide for developing with the Coditect AI IDE (T2) codebase.

CODITECT Citus Django Infrastructure

Last Updated: 2025-10-13

Document ID: CODITECT-DMS-SPEC-014

Summary

Date: 2025-11-24

📋 Summary

Date: 2025-10-12/13

Last Updated: 2025-10-13

Date: November 22, 2025

Date: November 22, 2025

Analysis Date: /Users/halcasteel/PROJECTS/coditect-rollout-master/submodules/core/coditect-core Total Documents: 477

Documentation Consolidation MoE Orchestration Plan Created: 2025-12-22 Objective: Reduce 544 docs to ~100 essential, high-quality documents Method: Mixture o...

Documentation Fix Checklist CODITECT Core - Action Items from Quality Report

DOCUMENTATION INVENTORY - Complete File Catalog Date: November 22, 2025 Project: Documentation Reorganization - Phase 1, Day 1 Purpose: Comprehensive invento...

Date: 2025-11-30

Date: 2025-10-07

Documentation Navigation Fix Checklist Purpose: Actionable checklist to fix documentation navigation gaps Based on: NAVIGATION-ANALYSIS-REPORT.md (December 7...

Status: Ready to Execute

Repository: coditect-cloud-infra

Documentation Quality Report CODITECT Core - Comprehensive Link and Navigation Analysis

Documentation Re-Organization Project Plan Project: CODITECT-CORE Documentation Reorganization Status: Phase 1 COMPLETE - Ready for Phase 2 (December 7, 2025...

Documentation Re-Organization Tasklist with Checklist Project: CODITECT-CORE Documentation Reorganization Status: Ready for Execution Created: December 7, 20...

Date: 2025-10-07

Date: 2025-10-07

Purpose: Visual representation of the complete documentation structure before and after reorganization.

Date: 2025-11-22

Investor due diligence management with data room setup, request tracking, and information provision

User

Version: 1.0

Document ID: CODITECT-BIO-ERC-001

CODITECT Biosciences Quality Management System Platform

* Overview

Research Date: December 19, 2025

Fortune 500 Financial Services Company

Overview

Document Overview

1. Core Error Handling Framework

Automated evening routine - dim lights, lock doors, arm security, adjust temperature, activate sleep mode

Generated from adr-004-v4-api-architecture-part2-technical.md

Company: AZ1.AI / CODITECT

Prepared For: Hal Casteel, Founder/CEO/CTO, AZ1.AI INC

1. Open-Source Software Components

Status: Active Development

Date: November 30, 2025

Welcome to the File Monitor documentation. This index provides quick navigation to all documentation resources.

Quick Access

Production-grade cross-platform file system monitoring library with comprehensive error handling, observability, and graceful shutdown.

Date: 2025-10-06

Executive Summary

Executive Summary

Date: 2025-10-06

Date: 2025-10-06

Date: 2025-10-06

Date: 2025-10-06

Date: 2025-10-06

What is the File-Monitor?

Document Type: Research & Best Practices Guide

Overview

Overview

Cluster Details

Created: 2025-10-14

🎉 Mission Accomplished: $1,320/month Cost Savings!

Created: 2025-10-14

Date: 2025-10-06

Real-time fraud detection alert investigation and response

Purpose

Frontend and mobile security assessment specialist

Date: 2025-10-26

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

Supplemental Standards for LLMs, Foundation Models & Agentic AI

Analysis Date: November 26, 2025

Document Purpose: Define market positioning, value proposition, and customer acquisition strategy

Project: serene-voltage-464305-n2

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

Respond to grid emergencies including severe weather, equipment failures, and cyber threats.

Overview

Help Documentation Task List Created: 2025-12-11 Status: In Progress Priority: High - User Experience Total Incomplete ------------------- 115 73 20 10 41 0 ...

HIPAA privacy and security compliance assessment

Document ID: CODITECT-BIO-HIPAA-AC-001

Document ID: CODITECT-BIO-HIPAA-ENC-001

Version: 1.0.0

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)

Classification: Internal — Security Engineering

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

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

What Was Created

You are a **Security Incident Response Specialist** responsible for preparing, detecting, containing, and recovering from security incidents following established frameworks.

Security/operational incident response with detection, containment, investigation, and post-mortem

Date: 2025-10-07

Date00 AM EST

Date: 2025-10-13

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...

Comprehensive strategy for maintaining, updating, and ensuring the long-term relevance of the Coditect knowledge base as it grows over time.

⏱️ Time to Deploy ~$200/month | 🎯 Difficulty: Intermediate

Overview

Overview

Date: November 24, 2025

Date: November 24, 2025

Date: November 30, 2025 (Updated with Expanded Research)

Status: Accepted

Copyright © 2025 AZ1.AI INC. All Rights Reserved.

Copyright © 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

Venture capital and business analysis specialist for CODITECT v4. Provides market sizing (TAM/SAM/SOM), competitive landscape analysis, financial modeling, unit economics, investment readiness assessment, and strategic positioning for AI-powered development platforms. Expert in SaaS metrics and Series A-B valuations.

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.

FoundationDB schema design specialist for CODITECT v4. Ensures optimal key design for multi-tenant isolation, implements efficient transaction patterns, manages data consistency, and enforces ADR-006 data model standards. Expert in distributed key-value architecture.

Implement and monitor theft prevention measures including surveillance, audits, and training

Loss prevention monitoring and incident response

1. What Must Be Preserved

Purpose: Validate end-to-end user experience in production

Master File-by-File Action Plan Project: CODITECT Core Production Standardization Purpose: Detailed file-by-file and directory-by-directory action plan Date:...

Purpose: Generate a complete, production-ready, cloud-native PDF analysis platform with AI integration deployed on Google Kubernetes Engine.

Overview

Overview

Date: 2025-11-24

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

Status: ✅ Implemented

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

Completed

Completed

Status: Phase 2 ✅ COMPLETE → Moving to Staging Deployment

Comprehensive employee exit process with knowledge transfer, access revocation, and exit interview analysis

CODITECT Cloud Infrastructure

Company Hal Casteel, Founder/CEO/CTO | Email: hal@az1.ai

Use this checklist to verify the API documentation implementation is complete and correct.

Date: November 30, 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.

Automated penetration testing and security validation

Automated penetration testing and security validation

Date: 2025-10-28

Project: CODITECT Core Production Standardization Phase: 0 - Discovery & Inventory Date: December 4, 2025 Status: ✅ Complete Author: Claude Code...

Date: 2025-10-06

Phase 1 Implementation Plan - CODITECT Core Production Readiness

Date: 2025-10-14

Phase 1 Risk Mitigation Playbook Project: CODITECT Core - Phase 1 Production Readiness Purpose: Proactive risk management and rapid response guide Duration: ...

Overview

Date: December 1, 2025

Date: December 1, 2025

Date: December 1, 2025

Status: Design Complete → Implementation in Progress

Status: Implementation Complete ✅

-------------- 10/min PATCH Refresh session TTL None

Status: ✅ COMPLETE

Status: ✅ COMPLETE

Project: CODITECT Cloud Backend License Management

Status: In Progress

Date: November 30, 2025

Project: CODITECT Core Production Standardization Phase: 1 - Standards Compliance Analysis (IN PROGRESS) Date: December 4, 2025 Status: 🟡 INTERIM...

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

Phase ID: CODITECT-PHASE-5-MULTI-SESSION Status: 📋 READY TO START Priority: P0 - CRITICAL for Production Use Created: 2025-11-29 Estimated Effort:...

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

PPTX creation, editing, and analysis When to Use This Skill Use this skill when working with PPTX document generation or manipulation in your codebase. How t...

Date: 2025-10-26

This guide covers operational considerations for deploying the file monitor in production environments.

AI-Powered PDF Analysis Platform

Project Execution Checklist .Claude Framework: 78% → 100% Autonomous - Quick Reference Use this checklist to track overall progress at a glance 🎯 4 Major Mil...

Date: November 26, 2025

Required Modifications for Human Authority Implementation

Routine project maintenance including dependency updates, security patches, and cleanup

Routine project maintenance including dependency updates, security patches, and cleanup

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: ✅ COMPLETE Impact: CRITICAL - Platform Foundation

Project: CODITECT License Management Platform (FastAPI + PostgreSQL)

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

Complete directory tree for the Coditect AI IDE project.

Project Overview

Overview

Prompt Metadata

Context

Context

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Context

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Context

Purpose

Executive Summary

Manage property security including access control, incident response, and guest safety.

Review Request Block

📊 QA REVIEW BLOCK

📊 QA REVIEW BLOCK

QA Self-Healing Loop - Implementation Summary Date: 2025-12-22 Version: 1.0.0 Status: Production Ready Pattern Origin: Inspired by Auto-Claude autonomous val...

---------------- 1,000 1,000 1,600 4,000 2,240 16,000 3,072 64,000 4,146...

Executive Summary

System Overview

Process Overview

📚 All Documents Created (370KB+ Total)

Get the complete system running in under 30 minutes (local) or 2 hours (GKE production).

Overview

IMPORTANT: Before beginning work, read these documents IN ORDER.

Overview

Research regulatory requirements, compliance standards, and legal considerations for market entry

Date: December 26, 2025

Document Type: Technical Reference Guide

1. Engineering Team Structure & Growth

Standardized procedures for daily restaurant opening and closing operations.

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 user‑generated 3D gaming and social platform where players both create and play millions of experiences across devices, and it is one of the leading “metaverse‑style” platforms globally.

ROLLOUT-MASTER DOCS MIGRATION ANALYSIS Date: November 22, 2025 Objective: Centralize ALL core CODITECT documentation in CODITECT-core/docs/ Principle: CODITE...

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.

Current Status (Q1 2025)

Date: 2025-10-26

Purpose

SaaS Framework Comparison 2025 - CODITECT Production Stack Analysis

Date: November 22, 2025

System Prompt

Human Authority and Project Governance

Audit and secure secrets and credentials

Audit and secure secrets and credentials

Section to Add to PROJECT-PLAN-EXECUTOR-REFACTORING.md Insert this section after "Strategic Context & Rationale" and before "Technical Architecture" User Req...

Version: 1.0.0

Version: 1.0.0

Overview

Date: 2025-11-23

Audit crypto security: check wallet permissions, revoke approvals, verify contracts, detect scams.

Production-ready security auditing skill implementing OWASP Top 10 coverage with integrated SAST ...

Security audit and vulnerability assessment specialist

You are a **Security Automation Specialist** responsible for integrating security testing into CI/CD pipelines and automating vulnerability management.

CODITECT Citus Django Infrastructure

Fix identified security vulnerabilities with validation

Fix identified security vulnerabilities with validation

System Prompt

Apply security best practices to infrastructure including OS hardening, firewall configuration, secret management, and compliance scanning.

Date: 2025-10-07

Comprehensive home security monitoring with motion detection, camera feeds, automated alerts, and emergency protocols

Supported Versions

AI-Powered PDF Analysis Platform

Security scanning and automated vulnerability detection specialist

Automated security scanning with SAST, DAST, container scanning, IaC validation, and secrets detection integrated into CI/CD

Purpose

You are an Enterprise security architect responsible for multi-tenant isolation, vulnerability assessment, compliance frameworks, and ensuring CODITECT v4 maintains zero security breaches through comp

Manage access control, surveillance, alarms with user provisioning, monitoring, and incident response

Comprehensive security scan for vulnerabilities and misconfigurations

Comprehensive security scan for vulnerabilities and misconfigurations

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: Complete license validation workflow from CODITECT client startup through license token generation and local verification.

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: Automatic cleanup of abandoned sessions (crashed clients, network failures, laptop sleep) to prevent permanent seat waste.

* Overview

* Overview

* Overview

* Overview

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Overview

Date: 2025-11-17

The Primary Orchestrator: Architect of Autonomous Development

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

Executive Summary

Date: October 20, 2025

Investigation Date: October 20, 2025

Date: 2025-10-20

Document Type: Technical Analysis & Incident Report

Target Issue: Socket.IO 400 errors from external requests (internal requests work)

Date: October 20, 2025

Purpose: Systematically diagnose Socket.IO 400 errors in GKE environment

Document Specification Block

AZ1.AI llm IDE - Browser-Based Development Environment

Document Version: 1.0

Autonomous AI Curriculum Development System

Software Design Document: CODITECT Multi-Tenant SaaS Platform

| Metadata | Value |

Document Version: 1.0

------------

5. Metrics Collection System

Sprint Name: Sprint +1: MEMORY-CONTEXT Implementation Project: CODITECT Framework - Memory & Context System Repository: CODITECT-core Phase: Phase 1...

Date30:00Z

Date: 2025-10-19

Stack Detector - Final Verification Report Date: December 22, 2025 Version: 1.0.0 Status: ✅ VERIFIED - Production Ready Implementation Checklist Core Impleme...

Stack Detector Implementation Summary Date: December 22, 2025 Version: 1.0.0 Status: ✅ Production Ready Successfully implemented Dynamic Security Profiling s...

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.

Research Date: November 23, 2024

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.

Strategic Impact Analysis: Coditect.AI Analysis Date: November 2025 Source Material: Anish Acharya (A16Z) Interview Focus: Implications for autonomous AI dev...

Analysis Date: November 2025

🚀 Claude Sub-Agent Workflows: 1-2-3 Quick Start

Overview

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 4: Data Architecture

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.

Document Specification Block

Technical Overview

Technical Design Document: CODITECT Multi-Tenant SaaS Platform

Document Version: 1.0.0

Overview

Document Version: 1.0.0

🎉 Summary

Purpose

Overview

Verified AI Modules Installation

Overview

Date: 2025-10-08

theia AI is an open framework, part of the theia Platform, for building custom, AI-native Cloud & Desktop tools and IDEs. The AI-powered theia IDE is an open, flexible and transparent AI coding tool based on theia AI.

theia AI is an open framework, part of the theia Platform, for building custom, AI-native Cloud & Desktop tools and IDEs. The AI-powered theia IDE is an open, flexible and transparent AI coding tool based on theia AI.

Created: 2025-10-26

Overview

* Overview

* Overview

Created: 2025-10-08

Date: 2025-10-08

Status//localhost:5000 (inside Docker container)

Source Document: theia-instance-running-on-gcp-gke-kubernetes.md

Last Updated: 2025-10-27

You are a **Threat Modeling & Security Architecture Specialist** responsible for proactively identifying and mitigating security threats through systematic analysis methodologies.

URGENT: Decision Required by Dec 20, 2025

Rollout-Master vs V2 Master Project Plan

Classification: Internal — Engineering

Session Duration00 AM - 4:00 AM EST (3 hours)

Assess and communicate travel risks for destinations including health, safety, and political.

Issues Identified

Rollout-Master + V2 Master Plan Comparison

Overview

CODITECT Audio2Text

Overview

Overview

Overview

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* Overview

V2 PROJECT PLAN CONSOLIDATION - Complete Documentation Index

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...

V2 PROJECT PLAN CONSOLIDATION - Execution Summary Date: December 17, 2025 Target Launch: December 24, 2025 (7 days) Priority: P0 CRITICAL Status: Ready for E...

Date: December 17, 2025

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

🎯 The Complete Picture

Date: 2025-10-12

Date: 2025-10-13

Version: 5.0.0

Date: 2025-10-07

Date: 2025-10-08

Date: 2025-10-08

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.

Prepare home for extended absence - randomized lighting, mail hold, camera activation, leak monitoring, temperature adjustments

Vanta’s 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.

Vanta’s 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.

Third-party vendor risk management with due diligence, ongoing monitoring, and contract enforcement

Research Date: December 19, 2025

Document ID: 000.13

Manage multi-chain crypto wallets, track balances, monitor transactions, and ensure security.

Research Question register → login → auth tokens → container pods with session management and persistence using WebSockets?

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

Overview

Priority: P0 (Critical)

Priority: P0 (Critical)

Priority: P0 (Critical)

Priority: P0 (Critical)

Priority Phase 1C - Workstation Management | Effort: 8 hours

Priority Phase 1C - Workstation Management | Effort: 8 hours

Priority Phase 1D - Security & Operations | Effort: 18 hours

Priority Phase 1D - Security & Operations | Effort: 18 hours

Priority Phase 1D - Security & Operations | Effort: 14 hours

Priority Phase 1D - Security & Operations | Effort: 14 hours

Overview

Overview

For a SaaS platform, you typically want two categories: (1) open‑source license scanners/SCA that you embed in CI and runtime, and (2) open‑source compliance workflow hubs that track obligations, approvals, and SBOMs.

Work Item Hierarchy Implementation - Multi-Agent Orchestration Plan

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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)

Project Status: Active - Multi-Tenant SaaS Development

Document Version: 1.0

Overview

Project: CODITECT Zoom Integration