Straughter "BatmanOsama" Guthrie jmanhype

Wreckit: Code Archaeology & Forensic Analysis

Date: 2026.01.27
Focus: Forensic audit of the "Ralph Wiggum Loop" codebase

This report analyzes the structural evolution and technical "DNA" of Wreckit, identifying the legacy layers and the strategic impact of the new RLM architecture.

🏛️ Evolutionary Layers

Denario + Zhipu GLM Setup Guide

Generate NeurIPS-format research papers using Denario with Zhipu GLM models (cheaper alternative to OpenAI/Gemini).

Quick Start

# 1. Create virtual environment
python3.12 -m venv ~/denario_env
source ~/denario_env/bin/activate

BLACKICE vs Code Intelligence Survey: Gap Analysis

Based on exploration of BLACKICE and the Code Intelligence survey's coverage, here's what BLACKICE could adopt.

✅ What BLACKICE Already Has (Survey-Aligned)

Survey Pattern	BLACKICE Implementation

AI Factory Infrastructure - Complete Context Drop (2026-01-18)

Single source of truth for all infrastructure, credentials, and connection details

Network Topology

┌─────────────────────────────────────────────────────────────────────┐
│                        HOME NETWORK (192.168.1.x)                   │
├─────────────────────────────────────────────────────────────────────┤

NLP Interface to Dagger CI/CD via Apollo MCP Server

Natural language CI/CD execution: Claude Desktop → Apollo MCP Server → Dagger GraphQL API

Architecture

┌─────────────────┐     ┌──────────────────┐     ┌─────────────────┐
│  Claude Desktop │────▶│  Apollo MCP      │────▶│  Dagger GraphQL │
│ (Natural Lang) │ │ Server │ │ Server │

Plan: Content Creation Pipeline - Letta MAS to Social Media

Goal

Monetize your AI video knowledge by building a content distribution system that:

Transforms Letta MAS videos into platform-ready formats
Auto-generates captions with Ollama
Schedules posts via Postiz (self-hosted)
Distributes across Twitter/X, LinkedIn, TikTok, YouTube

Stateful Multi-Agent Systems for Autonomous Creative Production

A Case Study in Persistent Memory Architecture for AI Video Generation

Version 1.0 | January 2026

Executive Summary

DQA Implementation Guide

RTX 3090 (24GB VRAM) Deployment

Version 1.0 | January 2026

Overview

Stateful Multi-Agent Systems for Autonomous Creative Production

A Case Study in Persistent Memory Architecture for AI Video Generation

Version 1.0 | January 2026

	# Dockerfile for Letta with claude-max-router support
	# This image patches Letta to accept custom model endpoint types

	ARG LETTA_VERSION=latest
	FROM letta/letta:${LETTA_VERSION}

	LABEL maintainer="Letta MAS Admin"
	LABEL description="Letta with claude-max-router endpoint support"

	# Patch llm_config.py to add claude-max-router to allowed endpoint types