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jmanhype / BLACKICE_Code_Intelligence_Gap_Analysis.md
Last active January 20, 2026 05:38
BLACKICE vs Code Intelligence Survey: Gap Analysis - comparing architecture against academic survey patterns

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
@jmanhype
jmanhype / infrastructure-context-drop.md
Created January 19, 2026 00:32
AI Factory Infrastructure - Complete Context Drop: 3090 PC, ComfyUI, Letta MAS, Ollama - IPs, URLs, Agent IDs, SSH (2026-01-18)

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)                   │
├─────────────────────────────────────────────────────────────────────┤
@jmanhype
jmanhype / dagger-apollo-mcp.md
Created January 18, 2026 17:06
NLP Interface to Dagger CI/CD via Apollo MCP Server - Natural language pipeline execution with Claude Desktop

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 │
@jmanhype
jmanhype / delightful-tickling-crab.md
Created January 16, 2026 20:14
Content Creation Pipeline - Letta MAS to Social Media (Skool + FB Groups)

Plan: Content Creation Pipeline - Letta MAS to Social Media

Goal

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

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

@jmanhype
jmanhype / LETTA_MAS_WHITEPAPER.md
Last active January 16, 2026 19:33
Letta MAS - Multi-Agent Video Production System Documentation

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

@jmanhype
jmanhype / Dockerfile
Last active January 15, 2026 22:33
Letta MAS Context Overflow Fix - Troubleshooting Guide for custom router endpoints
# 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
@jmanhype
jmanhype / DQA_IMPLEMENTATION_GUIDE.md
Created January 15, 2026 20:07
Dynamic Quality Alignment (DQA) Framework - White Paper and Implementation Guide

DQA Implementation Guide

RTX 3090 (24GB VRAM) Deployment

Version 1.0 | January 2026


Overview

@jmanhype
jmanhype / LETTA_MAS_WHITEPAPER.md
Created January 15, 2026 19:20
Stateful Multi-Agent Systems for Autonomous Creative Production - A Case Study in Persistent Memory Architecture for AI Video Generation

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

@jmanhype
jmanhype / video-crew-gist.md
Created January 13, 2026 08:34
Video Production Crew - Multi-Agent Letta System with LTX-2 LoRA

Video Production Crew - Multi-Agent Letta System

Created: 2026-01-13 Status: ✅ FULLY OPERATIONAL


Architecture

@jmanhype
jmanhype / BLACKICE_NAMING_SCHEMES.md
Created January 8, 2026 05:13
BLACKICE 2.0 Naming Schemes: 3 options for repo + 8 primitives (Obsidian Foundry / Operant / IRONCLAD)

BLACKICE 2.0 Naming Schemes

Source: GPT-5.2-pro naming analysis Date: January 8, 2026


Naming Philosophy

Two-layer strategy: